diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000..a0f02fb Binary files /dev/null and b/.DS_Store differ diff --git a/README.MD b/README.MD new file mode 100644 index 0000000..47716ee --- /dev/null +++ b/README.MD @@ -0,0 +1,31 @@ +# Final Project + +## Description +This codebase is for my final project in CS 138. The project explores the Policy Space Response Oracle Framework in Normative Markov Games. + +## Versions +- **Python version:** 3.10.9 +- **Numpy version:** 1.23.5 +- **Matplotlib version:** 3.7.0 +- **Scipy version:** 3.7.0 +- **Nashpy version:** 0.0.41 +- **Tensorflow:** 2.15.0 +- **Scikit-Learn:** 1.3.2 +- **Pytorch:** 2.3.0 + +## Instruction for Setting up MA-Gym +Follow the instructions [here](https://github.com/koulanurag/ma-gym) to set up the necessary packages for MA-Gym: +- Focus only on the "Setup (important)" section. +- After setup, navigate to the ma-gym directory and execute `pip install -e .`. This command installs all dependencies in the environment. Note: I made significant modifications to the MA-Gym codebase, hence its included in my submission. + +## Instructions to Use +Run the experiments notebook to execute the experiments. + +### Notes on Running +Key hyperparameters are defined at the top of `main.py`. Please adjust these as necessary. They are currently set based on my experiment configurations, which took approximately 4 hours in total to run. + +#### Hyperparameters +- **episodes:** Controls the number of episodes in the training process. +- **generations:** Specifies the number of generations in the PSRO simulation. +- **max_steps:** Determines the maximum number of steps allowed after training the agent in the environment. +- **runs:** Controls the number of simulation runs completed post-training. diff --git a/RL_Final_Project.pdf b/RL_Final_Project.pdf new file mode 100644 index 0000000..e4632c5 Binary files /dev/null and b/RL_Final_Project.pdf differ diff --git a/__pycache__/dqn.cpython-311.pyc b/__pycache__/dqn.cpython-311.pyc index 0d1420d..01a03c8 100644 Binary files a/__pycache__/dqn.cpython-311.pyc and b/__pycache__/dqn.cpython-311.pyc differ diff --git a/__pycache__/main.cpython-311.pyc b/__pycache__/main.cpython-311.pyc index b3673f1..778ad33 100644 Binary files a/__pycache__/main.cpython-311.pyc and b/__pycache__/main.cpython-311.pyc differ diff --git a/__pycache__/ppo.cpython-311.pyc b/__pycache__/ppo.cpython-311.pyc index f1cb8ee..69efa1e 100644 Binary files a/__pycache__/ppo.cpython-311.pyc and b/__pycache__/ppo.cpython-311.pyc differ diff --git a/dqn.py b/dqn.py index a25979e..33486bc 100644 --- a/dqn.py +++ b/dqn.py @@ -5,7 +5,9 @@ import random import matplotlib.pyplot as plt - +''' +Deep Q-Learning Network (DQN) Agent +''' class DQNAgent: def __init__(self, state_size, action_size=2): self.state_size = state_size @@ -19,7 +21,7 @@ def __init__(self, state_size, action_size=2): self.model = self._create() self.model_target = self._create() self.losses = [] - self.history = None #array of tuples of actions and rewards + self.history = None self.action = None def _create(self): @@ -55,22 +57,16 @@ def replay(self, batch_size=5): state = np.array(state, dtype=np.float32).reshape(1, self.state_size) next_state = np.array(next_state, dtype=np.float32).reshape(1, self.state_size) - # Calculate the target value for the current state if not done: - # Calculate the future discounted reward target = reward + self.gamma * np.amax(self.model.predict(next_state)[0]) else: - # If the state is terminal, then the reward is the final target target = reward - # Fetch the current predictions for the state and update the predictions with the target target_f = self.model.predict(state) target_f[0][action[0]] = target - # Perform a single update on the model with the target values history = self.model.fit(state, target_f, epochs=1, verbose=0) self.losses.append(history.history["loss"][0]) # - # Decay epsilon after each replay step if self.epsilon > self.epsilon_min: self.epsilon *= self.epsilon_decay diff --git a/experiments.ipynb b/experiments.ipynb index 96e9679..6ba1732 100644 --- a/experiments.ipynb +++ b/experiments.ipynb @@ -2,51 +2,14 @@ "cells": [ { "cell_type": "code", - "execution_count": 7, + "execution_count": 1, "metadata": {}, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "Collecting mtl\n", - " Downloading mtl-0.0.1.tar.gz (8.1 kB)\n", - " Preparing metadata (setup.py) ... \u001b[?25ldone\n", - "\u001b[?25hRequirement already satisfied: numpy in /Users/gabesmithline/miniconda3/lib/python3.10/site-packages (from mtl) (1.25.1)\n", - "Collecting argparse\n", - " Downloading argparse-1.4.0-py2.py3-none-any.whl (23 kB)\n", - "Building wheels for collected packages: mtl\n", - " Building wheel for mtl (setup.py) ... \u001b[?25ldone\n", - "\u001b[?25h Created wheel for mtl: filename=mtl-0.0.1-py3-none-any.whl size=8626 sha256=31679db8a56d5dde4f8b2c3819d835d13194a9a1b3ab9ac3c6aa9d7e13938cbd\n", - " Stored in directory: /Users/gabesmithline/Library/Caches/pip/wheels/0e/25/c4/6444d096f035b7e1d623cd136080e1a74c7f4bce951a3a21b8\n", - "Successfully built mtl\n", - "Installing collected packages: argparse, mtl\n", - "Successfully installed argparse-1.4.0 mtl-0.0.1\n" - ] - } - ], - "source": [ - "import sys\n", - "print(sys.executable)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "ename": "ImportError", - "evalue": "cannot import name 'readtps' from partially initialized module 'mtl' (most likely due to a circular import) (/Users/gabesmithline/miniconda3/lib/python3.10/site-packages/mtl/__init__.py)", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[8], line 6\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mrandom\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mpd\u001b[39;00m\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mma_gym\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01menvs\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtraffic_junction\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m TrafficJunction \n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mcollections\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m defaultdict\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnashpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnash\u001b[39;00m\n", - "File \u001b[0;32m~/Desktop/semester6/RL/project/ma-gym/ma_gym/envs/traffic_junction/__init__.py:1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtraffic_junction\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m TrafficJunction\n", - "File \u001b[0;32m~/Desktop/semester6/RL/project/ma-gym/ma_gym/envs/traffic_junction/traffic_junction.py:11\u001b[0m\n\u001b[1;32m 9\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mgym\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m spaces\n\u001b[1;32m 10\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mgym\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m seeding\n\u001b[0;32m---> 11\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmtl\u001b[39;00m \n\u001b[1;32m 12\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01maction_space\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m MultiAgentActionSpace\n\u001b[1;32m 13\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdraw\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m draw_grid, fill_cell, write_cell_text\n", - "File \u001b[0;32m~/miniconda3/lib/python3.10/site-packages/mtl/__init__.py:1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mmtl\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m readtps, ocontour, align\n\u001b[1;32m 3\u001b[0m \u001b[38;5;66;03m# calculation parts not ready for distribution yet thus not exported\u001b[39;00m\n", - "\u001b[0;31mImportError\u001b[0m: cannot import name 'readtps' from partially initialized module 'mtl' (most likely due to a circular import) (/Users/gabesmithline/miniconda3/lib/python3.10/site-packages/mtl/__init__.py)" + "Matplotlib created a temporary cache directory at /var/folders/fh/fwc37qhn04d8sxp65hwv1kxm0000gn/T/matplotlib-xi2guhnb because the default path (/Users/gabesmithline/.matplotlib) is not a writable directory; it is highly recommended to set the MPLCONFIGDIR environment variable to a writable directory, in particular to speed up the import of Matplotlib and to better support multiprocessing.\n" ] } ], @@ -61,7 +24,9 @@ "import nashpy as nash\n", "from dqn import DQNAgent\n", "import matplotlib.pyplot as plt\n", - "from ppo import PPOAgent\n" + "from ppo import PPOAgent\n", + "import seaborn as sns\n", + "from scipy.stats import ttest_ind, kstest, gamma, lognorm, norm" ] }, { @@ -70,10 +35,7 @@ "metadata": {}, "outputs": [], "source": [ - "# Seeds for reproducibility\n", - "seeds = [0, 1, 2, 3, 4]\n", - "\n", - "# Initialize dictionaries to store results\n", + "seeds = [42, 135]\n", "\n" ] }, @@ -106,6369 +68,32302 @@ "Generation 1/300\n", "Solving for Nash Equilibrium in Generation 1/300\n", "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n" + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "/opt/homebrew/lib/python3.11/site-packages/keras/src/engine/training_v1.py:2359: UserWarning: `Model.state_updates` will be removed in a future version. This property should not be used in TensorFlow 2.0, as `updates` are applied automatically.\n", - " updates=self.state_updates,\n" + "/Users/gabesmithline/Desktop/semester6/RL/project/ppo.py:92: UserWarning: Creating a tensor from a list of numpy.ndarrays is extremely slow. Please consider converting the list to a single numpy.ndarray with numpy.array() before converting to a tensor. (Triggered internally at /Users/runner/work/pytorch/pytorch/pytorch/torch/csrc/utils/tensor_new.cpp:277.)\n", + " states = torch.FloatTensor(states)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - 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Falling back to standard exception\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Traceback (most recent call last):\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/IPython/core/interactiveshell.py\", line 3553, in run_code\n", + " exec(code_obj, self.user_global_ns, self.user_ns)\n", + " File \"/var/folders/fh/fwc37qhn04d8sxp65hwv1kxm0000gn/T/ipykernel_82270/3285797726.py\", line 9, in \n", + " avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_costs = simulation_4_agents(seed, False)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/Users/gabesmithline/Desktop/semester6/RL/project/main.py\", line 328, in simulation_4_agents\n", + " agents, avg_rewards_training, avg_training_norm_violations, first_gen_results, middle_gen_results, last_gen_results, avg_episode_cost = psro_simulation(env, generations, episodes, \"Nash\", seed, info_training)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/Users/gabesmithline/Desktop/semester6/RL/project/main.py\", line 214, in psro_simulation\n", + " episode_rewards, info_df, episode_violations_cost = train_agents(env, agents, episodes_per_matchup, policies, info_training, seed)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/Users/gabesmithline/Desktop/semester6/RL/project/main.py\", line None, in train_agents\n", + "KeyboardInterrupt\n", + "\n", + "During handling of the above exception, another exception occurred:\n", + "\n", + "Traceback (most recent call last):\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/IPython/core/interactiveshell.py\", line 2144, in showtraceback\n", + " stb = self.InteractiveTB.structured_traceback(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/IPython/core/ultratb.py\", line 1435, in structured_traceback\n", + " return FormattedTB.structured_traceback(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/IPython/core/ultratb.py\", line 1326, in structured_traceback\n", + " return VerboseTB.structured_traceback(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/IPython/core/ultratb.py\", line 1173, in structured_traceback\n", + " formatted_exception = self.format_exception_as_a_whole(etype, evalue, etb, number_of_lines_of_context,\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/IPython/core/ultratb.py\", line 1088, in format_exception_as_a_whole\n", + " frames.append(self.format_record(record))\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/IPython/core/ultratb.py\", line 970, in format_record\n", + " frame_info.lines, Colors, self.has_colors, lvals\n", + " ^^^^^^^^^^^^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/IPython/core/ultratb.py\", line 792, in lines\n", + " return self._sd.lines\n", + " ^^^^^^^^^^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/stack_data/utils.py\", line 145, in cached_property_wrapper\n", + " value = obj.__dict__[self.func.__name__] = self.func(obj)\n", + " ^^^^^^^^^^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/stack_data/core.py\", line 734, in lines\n", + " pieces = self.included_pieces\n", + " ^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/stack_data/utils.py\", line 145, in cached_property_wrapper\n", + " value = obj.__dict__[self.func.__name__] = self.func(obj)\n", + " ^^^^^^^^^^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/stack_data/core.py\", line 681, in included_pieces\n", + " pos = scope_pieces.index(self.executing_piece)\n", + " ^^^^^^^^^^^^^^^^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/stack_data/utils.py\", line 145, in cached_property_wrapper\n", + " value = obj.__dict__[self.func.__name__] = self.func(obj)\n", + " ^^^^^^^^^^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/stack_data/core.py\", line 660, in executing_piece\n", + " return only(\n", + " ^^^^^\n", + " File \"/opt/homebrew/lib/python3.11/site-packages/executing/executing.py\", line 116, in only\n", + " raise NotOneValueFound('Expected one value, found 0')\n", + "executing.executing.NotOneValueFound: Expected one value, found 0\n" + ] + } + ], + "source": [ + "from main import simulation_10_agents, simulation_4_agents, simulation_10_to_4_agents\n", + "import copy\n", + "window_size = 70 \n", + "window_size2 = 20\n", + "\n", + "\n", + "avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f, first_gen_results_f, middle_gen_results_f, last_gen_results_f, avg_episode_costs_f = None, None, None, None, None, None, None, None\n", + "for seed in seeds:\n", + " avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_costs = simulation_4_agents(seed, False) \n", + " if seed == seeds[0]:\n", + " avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f, first_gen_results_f, middle_gen_results_f, last_gen_results_f, avg_episode_costs_f= avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_costs\n", + " first_gen_results_f = [list(item) for item in first_gen_results_f]\n", + " middle_gen_results_f = [list(item) for item in middle_gen_results_f]\n", + " last_gen_results_f = [list(item) for item in last_gen_results_f]\n", + " \n", + " else:\n", + " avg_training_rewards_f = [sum(x) / 2 for x in zip(avg_training_rewards_f, avg_training_rewards)]\n", + " \n", + " avg_episode_costs_f = [sum(x) / 2 for x in zip(avg_episode_costs_f, avg_episode_costs)]\n", + "\n", + " first_gen_results_f[0][0] = [sum(x) / 2 for x in zip(first_gen_results_f[0][0], first_gen_results[0][0])]\n", + " middle_gen_results_f[0][0] = [sum(x) / 2 for x in zip(middle_gen_results_f[0][0], middle_gen_results[0][0])]\n", + " last_gen_results_f[0][0] = [sum(x) / 2 for x in zip(last_gen_results_f[0][0], last_gen_results[0][0])]\n", + "\n", + " avg_training_norm_violations_f = avg_training_norm_violations_f.add(avg_training_norm_violations).div(2)\n", + " \n", + " first_gen_results_f[0][1] = first_gen_results_f[0][1].add(first_gen_results[0][1]).div(2)\n", + " middle_gen_results_f[0][1] = middle_gen_results_f[0][1].add(middle_gen_results[0][1]).div(2)\n", + " last_gen_results_f[0][1] = last_gen_results_f[0][1].add(last_gen_results[0][1]).div(2)\n", + "\n", + " sim_violated_f = sim_violated_f.add(sim_violated).div(2)\n", + " at_dest_f = [sum(x) / 2 for x in zip(at_dest_f, at_dest)]\n", + "\n", + "avg_results = pd.Series(avg_training_rewards_f).ewm(span=125).mean()\n", + "first_results = pd.Series(first_gen_results_f[0][0]).ewm(span=125).mean() \n", + "middle_results = pd.Series(middle_gen_results_f[0][0]).ewm(span=125).mean()\n", + "last_results = pd.Series(last_gen_results_f[0][0]).ewm(span=125).mean()\n", + "print(f\"Last results: {last_gen_results_f[0][0]}\")\n", + "print(f\"Last results series: {last_results}\")\n", + "plt.plot(avg_training_rewards_f, label='Average training reward')\n", + "plt.plot(first_results, label='First generation reward')\n", + "plt.plot(middle_results, label='Middle generation reward')\n", + "plt.plot(last_results, label='Last generation reward')\n", + "plt.legend()\n", + "plt.title('Average training reward')\n", + "plt.xlabel('Episodes')\n", + "plt.ylabel('Average reward')\n", + "plt.show()\n", + "\n", + "avg_episode_costs_f = [-1 * x for x in avg_episode_costs_f]\n", + "avg_episode_costs_f = pd.Series(avg_episode_costs_f).ewm(span=125).mean()\n", + "first_gen_results_f[0][2] = [-1 * x for x in first_gen_results_f[0][2]]\n", + "first_gen_results_f[0][2] = pd.Series(first_gen_results_f[0][2]).ewm(span=125).mean()\n", + "middle_gen_results_f[0][2] = [-1 * x for x in middle_gen_results_f[0][2]]\n", + "middle_gen_results_f[0][2] = pd.Series(middle_gen_results_f[0][2]).ewm(span=125).mean()\n", + "last_gen_results_f[0][2] = [-1 * x for x in last_gen_results_f[0][2]]\n", + "last_gen_results_f[0][2] = pd.Series(last_gen_results_f[0][2]).ewm(span=125).mean()\n", + "plt.plot(avg_episode_costs_f, label='Average episode cost')\n", + "plt.plot(first_gen_results_f[0][2], label='First generation cost')\n", + "plt.plot(middle_gen_results_f[0][2], label='Middle generation cost')\n", + "plt.plot(last_gen_results_f[0][2], label='Last generation cost')\n", + "plt.legend()\n", + "plt.title('Average episode cost')\n", + "plt.xlabel('Episodes')\n", + "plt.ylabel('Average cost')\n", + "plt.show()\n", + "\n", + "first_gen_results_f[0][1] = first_gen_results_f[0][1].drop(\"seed\", axis=1)\n", + "first_gen_results_f[0][1] = first_gen_results_f[0][1].drop(\"total_violations_cost\", axis=1)\n", + "middle_gen_results_f[0][1] = middle_gen_results_f[0][1].drop(\"seed\", axis=1) \n", + "middle_gen_results_f[0][1] = middle_gen_results_f[0][1].drop(\"total_violations_cost\", axis=1)\n", + "last_gen_results_f[0][1] = last_gen_results_f[0][1].drop(\"seed\", axis=1)\n", + "last_gen_results_f[0][1] = last_gen_results_f[0][1].drop(\"total_violations_cost\", axis=1)\n", + "\n", + "\n", + "avg_training_norm_violations_f = avg_training_norm_violations_f.drop(\"seed\", axis=1) \n", + "avg_training_norm_violations_f = avg_training_norm_violations_f.drop(\"total_violations_cost\", axis=1)\n", + "\n", + "violation_counts = avg_training_norm_violations_f.sum()\n", + "violation_counts = violation_counts.clip(lower=0)\n", + "plt.pie(violation_counts, autopct='%1.1f%%')\n", + "plt.title('Violation Count')\n", + "plt.legend(violation_counts.index, title=\"Violations From Training\", loc=\"best\")\n", + "\n", + "\n", + "costs_from_violations_f = copy.deepcopy(sim_violated_f['total_violations_cost'])\n", + "sim_violated_f.drop(columns=['seed'], inplace=True)\n", + "sim_violated_f.drop(columns=['total_violations_cost'], inplace=True)\n", + "costs_from_violations = -1 * costs_from_violations_f\n", + "costs_from_violations_smooth = pd.Series(costs_from_violations).rolling(window=window_size2).mean()\n", + "\n", + "sns.histplot(costs_from_violations, kde=True)\n", + "plt.title('Distribution of Costs from Violations Simulation')\n", + "plt.xlabel('Cost')\n", + "plt.ylabel('Density')\n", + "plt.show()\n", + "\n", + "data = costs_from_violations\n", + "\n", + "shape, loc, scale = gamma.fit(data)\n", + "\n", + "x = np.linspace(min(data), max(data), 10000)\n", + "\n", + "pdf = gamma.pdf(x, shape, loc, scale)\n", + "\n", + "plt.hist(data, bins=30, density=True, alpha=0.5, label='Histogram of Costs from Violations Simulation')\n", + "plt.plot(x, pdf, 'r-', label='Gamma PDF')\n", + "plt.legend()\n", + "plt.show()\n", + "\n", + "# Perform the Kolmogorov-Smirnov test\n", + "d, p_value = kstest(data, 'gamma', args=(shape, loc, scale))\n", + "print(f\"Kolmogorov-Smirnov test: D = {d}, p-value = {p_value}\")\n", + "mean = np.mean(data)\n", + "std_dev = np.std(data)\n", + "\n", + "# Calculate the percentiles\n", + "percentiles = np.percentile(data, [25, 50, 75])\n", + "print(f\"Kolmogorov-Smirnov test: D = {d}, p-value = {p_value}\")\n", + "print(f\"Standard Deviation: {std_dev}\")\n", + "print(f\"25th percentile: {percentiles[0]}\")\n", + "print(f\"Median: {percentiles[1]}\")\n", + "print(f\"75th percentile: {percentiles[2]}\")\n", + "print(f\"KS statistic: {d}\")\n", + "print(f\"KS p-value: {p_value}\")\n", + "\n", + "#LOG-NORMAL\n", + "# Fit the log-normal distribution to your data\n", + "shape, loc, scale = lognorm.fit(data)\n", + "\n", + "# Generate the log-normal PDF with the parameters obtained from the fit\n", + "pdf = lognorm.pdf(x, shape, loc, scale)\n", + "\n", + "# Plot the histogram of your data and the log-normal PDF\n", + "plt.hist(data, bins=30, density=True, alpha=0.5, label='Histogram of Costs from Violations Simulation')\n", + "plt.plot(x, pdf, 'r-', label='Log-normal PDF')\n", + "plt.legend()\n", + "plt.show()\n", + "\n", + "# Perform the Kolmogorov-Smirnov test\n", + "d, p_value = kstest(data, 'lognorm', args=(shape, loc, scale))\n", + "mean = np.mean(data)\n", + "std_dev = np.std(data)\n", + "\n", + "# Calculate the percentiles\n", + "percentiles = np.percentile(data, [25, 50, 75])\n", + "print(f\"Kolmogorov-Smirnov test: D = {d}, p-value = {p_value}\")\n", + "print(f\"Standard Deviation: {std_dev}\")\n", + "print(f\"25th percentile: {percentiles[0]}\")\n", + "print(f\"Median: {percentiles[1]}\")\n", + "print(f\"75th percentile: {percentiles[2]}\")\n", + "print(f\"KS statistic: {d}\")\n", + "print(f\"KS p-value: {p_value}\")\n", + "\n", + "\n", + "#simulation at destination, avg timeto destination\n", + "#simulation at destination, avg timeto destination\n", + "at_dest_f = np.array(at_dest_f)\n", + "sns.histplot(at_dest_f, kde=True)\n", + "plt.title('Distribution of Average Steps to Destination')\n", + "plt.xlabel('Steps')\n", + "plt.ylabel('Density')\n", + "plt.show()\n", + "\n", + "mean = np.mean(at_dest_f)\n", + "std_dev = np.std(at_dest_f)\n", + "percentiles = np.percentile(at_dest_f, [25, 50, 75])\n", + "print(f\"Mean: {mean}\")\n", + "print(f\"Standard Deviation: {std_dev}\")\n", + "print(f\"25th percentile: {percentiles[0]}\")\n", + "print(f\"Median: {percentiles[1]}\")\n", + "print(f\"75th percentile: {percentiles[2]}\")\n", + "skewness = (3*(mean - np.median(at_dest_f)))/std_dev\n", + "print(f\"Skewness: {skewness}\")\n", + "kurtosis = (np.mean((at_dest_f - np.mean(at_dest_f))**4)/(np.mean((at_dest_f - np.mean(at_dest_f))**2)))-3\n", + "print(f\"Kurtosis: {kurtosis}\")\n", + "\n", + "\n", + "pdf_lognorm = lognorm.pdf(x, shape, loc, scale)\n", + "\n", + "mean, std_dev = np.mean(data), np.std(data)\n", + "pdf_gaussian = norm.pdf(x, mean, std_dev)\n", + "\n", + "plt.hist(data, bins=30, density=True, alpha=0.5, label='Distirbution of Costs from Violations Simulation')\n", + "plt.plot(x, pdf_gaussian, 'b-', label='Gaussian PDF')\n", + "plt.legend()\n", + "plt.show()\n", + "\n", + "d, p_value = kstest(data, 'norm', args=(mean, std_dev))\n", + "print(f\"Kolmogorov-Smirnov test: D = {d}, p-value = {p_value}\")\n", + "\n", + "print(f\"The mean of the normal distribution is {mean}\")\n", + "print(f\"The 25th percentile of the normal distribution is {norm.ppf(0.25, mean, std_dev)}\")\n", + "print(f\"The 50th percentile of the normal distribution is {norm.ppf(0.50, mean, std_dev)}\")\n", + "print(f\"The 75th percentile of the normal distribution is {norm.ppf(0.75, mean, std_dev)}\")\n", + "print(f\"The 95th percentile of the normal distribution is {norm.ppf(0.95, mean, std_dev)}\")\n", + "print(f\"The 99th percentile of the normal distribution is {norm.ppf(0.99, mean, std_dev)}\")\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "df = pd.DataFrame({\n", + " 'costs_from_violations_smooth': costs_from_violations,\n", + " 'at_dest_f': at_dest_f\n", + "})\n", + "\n", + "# Calculate the correlation\n", + "correlation = df['costs_from_violations_smooth'].corr(df['at_dest_f'])\n", + "\n", + "print(f\"The correlation between 'costs_from_violations_smooth' and 'at_dest_f' is {correlation}\")\n", + "violation_counts = sim_violated_f.sum()\n", + "\n", + "\n", + "plt.pie(violation_counts, autopct='%1.1f%%')\n", + "\n", + "plt.title('Violation Count')\n", + "\n", + "plt.legend(violation_counts.index, title=\"Violations\", loc=\"best\")\n", + "\n", + "plt.show()\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 10 Agents to 4 Transfer" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generation 1/300\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Overriding environment TrafficJunction4-v0\u001b[0m\n", + " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n", + "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", + " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Solving for Nash Equilibrium in Generation 1/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + 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79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "500\n", "Generation 6/300\n", "Solving for Nash Equilibrium in Generation 6/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", 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60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "600\n", "Generation 7/300\n", "Solving for Nash Equilibrium in Generation 7/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "700\n", "Generation 8/300\n", "Solving for Nash Equilibrium in Generation 8/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "800\n", "Generation 9/300\n", "Solving for Nash Equilibrium in Generation 9/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", 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47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "900\n", "Generation 10/300\n", "Solving for Nash Equilibrium in Generation 10/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - 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28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", 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54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "1100\n", "Generation 12/300\n", "Solving for Nash Equilibrium in Generation 12/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "1200\n", "Generation 13/300\n", "Solving for Nash Equilibrium in Generation 13/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 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+ "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "1300\n", "Generation 14/300\n", "Solving for Nash Equilibrium in Generation 14/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - 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41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "1400\n", "Generation 15/300\n", "Solving for Nash Equilibrium in Generation 15/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + 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67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "1500\n", "Generation 16/300\n", "Solving for Nash Equilibrium in Generation 16/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "1600\n", "Generation 17/300\n", "Solving for Nash Equilibrium in Generation 17/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 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+ "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "1700\n", "Generation 18/300\n", "Solving for Nash Equilibrium in Generation 18/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + 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"Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + 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80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "1900\n", "Generation 20/300\n", "Solving for Nash Equilibrium in Generation 20/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 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for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "2100\n", "Generation 22/300\n", "Solving for Nash Equilibrium in Generation 22/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 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"Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "2200\n", "Generation 23/300\n", "Solving for Nash Equilibrium in Generation 23/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - 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2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + 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93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "2300\n", "Generation 24/300\n", "Solving for Nash Equilibrium in Generation 24/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 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+ "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "2400\n", "Generation 25/300\n", "Solving for Nash Equilibrium in Generation 25/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - 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54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", 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"Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 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+ "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "2700\n", "Generation 28/300\n", "Solving for Nash Equilibrium in Generation 28/300\n", - "Computing Nash Equilibrium 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93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "3000\n", "Generation 31/300\n", "Solving for Nash Equilibrium in Generation 31/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 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80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "3300\n", "Generation 34/300\n", "Solving for Nash Equilibrium in Generation 34/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 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"Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + 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41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", 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"Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 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54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", 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80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "4700\n", "Generation 48/300\n", "Solving for Nash Equilibrium in Generation 48/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 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2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + 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+ "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "5200\n", "Generation 53/300\n", "Solving for Nash Equilibrium in Generation 53/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - 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67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "6400\n", "Generation 65/300\n", "Solving for Nash Equilibrium in Generation 65/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - 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93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "6500\n", "Generation 66/300\n", "Solving for Nash Equilibrium in Generation 66/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 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2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + 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"Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + 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54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", 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80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "8200\n", "Generation 83/300\n", "Solving for Nash Equilibrium in Generation 83/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 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+ "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "9700\n", "Generation 98/300\n", "Solving for Nash Equilibrium in Generation 98/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 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+ "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "9800\n", "Generation 99/300\n", "Solving for Nash Equilibrium in Generation 99/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 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"Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 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"Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n", - "Episode 25/50\n", - "Episode 26/50\n", - "Episode 27/50\n", - "Episode 28/50\n", - "Episode 29/50\n", - "Episode 30/50\n", - "Episode 31/50\n", - "Episode 32/50\n", - "Episode 33/50\n", - "Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 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"Episode 34/50\n", - "Episode 35/50\n", - "Episode 36/50\n", - "Episode 37/50\n", - "Episode 38/50\n", - "Episode 39/50\n", - "Episode 40/50\n", - "Episode 41/50\n", - "Episode 42/50\n", - "Episode 43/50\n", - "Episode 44/50\n", - "Episode 45/50\n", - "Episode 46/50\n", - "Episode 47/50\n", - "Episode 48/50\n", - "Episode 49/50\n", - "Episode 50/50\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 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+ "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "10100\n", "Generation 102/300\n", "Solving for Nash Equilibrium in Generation 102/300\n", - "Computing Nash Equilibrium for 16 matches\n", - "Episode 1/50\n", - "Episode 2/50\n", - "Episode 3/50\n", - "Episode 4/50\n", - "Episode 5/50\n", - "Episode 6/50\n", - "Episode 7/50\n", - "Episode 8/50\n", - "Episode 9/50\n", - "Episode 10/50\n", - "Episode 11/50\n", - "Episode 12/50\n", - "Episode 13/50\n", - "Episode 14/50\n", - "Episode 15/50\n", - "Episode 16/50\n", - "Episode 17/50\n", - "Episode 18/50\n", - "Episode 19/50\n", - "Episode 20/50\n", - "Episode 21/50\n", - "Episode 22/50\n", - "Episode 23/50\n", - "Episode 24/50\n" - ] - }, - { - "ename": "", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[1;31mThe Kernel crashed while executing code in the current cell or a previous cell. \n", - "\u001b[1;31mPlease review the code in the cell(s) to identify a possible cause of the failure. \n", - "\u001b[1;31mClick here for more info. \n", - "\u001b[1;31mView Jupyter log for further details." - ] - } - ], - "source": [ - "from main import simulation_10_agents, simulation_4_agents, simulation_10_to_4_agents\n", - "import copy\n", - "\n", - "\n", - "avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f, first_gen_results_f, middle_gen_results_f, last_gen_results_f = None, None, None, None, None, None, None\n", - "for seed in seeds:\n", - " avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results= simulation_4_agents(seed, False) \n", - " if seed == seeds[0]:\n", - " avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f, first_gen_results_f, middle_gen_results_f, last_gen_results_f= avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results\n", - " first_gen_results_f = [list(item) for item in first_gen_results_f]\n", - " middle_gen_results_f = [list(item) for item in middle_gen_results_f]\n", - " last_gen_results_f = [list(item) for item in last_gen_results_f]\n", - " else:\n", - " avg_training_rewards_f = [sum(x) / 2 for x in zip(avg_training_rewards_f, avg_training_rewards)]\n", - " print(\"here\")\n", - " print(first_gen_results[0])\n", - " print(\"here1\")\n", - " print(first_gen_results[0][0])\n", - "\n", - "\n", - " first_gen_results_f[0][0] = [sum(x) / 2 for x in zip(first_gen_results_f[0][0], first_gen_results[0][0])]\n", - " middle_gen_results_f[0][0] = [sum(x) / 2 for x in zip(middle_gen_results_f[0][0], middle_gen_results[0][0])]\n", - " last_gen_results_f[0][0] = [sum(x) / 2 for x in zip(last_gen_results_f[0][0], last_gen_results[0][0])]\n", - "\n", - " avg_training_norm_violations_f = avg_training_norm_violations_f.add(avg_training_norm_violations).div(2)\n", - " first_gen_results_f[0][1] = first_gen_results_f[0][1].add(first_gen_results[0][1]).div(2)\n", - " middle_gen_results_f[0][1] = middle_gen_results_f[0][1].add(middle_gen_results[0][1]).div(2)\n", - " last_gen_results_f[0][1] = last_gen_results_f[0][1].add(last_gen_results[0][1]).div(2)\n", - "\n", - " sim_violated_f = sim_violated_f.add(sim_violated).div(2)\n", - " at_dest_f = [sum(x) / 2 for x in zip(at_dest_f, at_dest)]\n", - "\n", - "#plot results\n", - "plt.plot(avg_training_rewards_f, label='Average training reward')\n", - "plt.plot(first_gen_results_f[0][0], label='First generation reward')\n", - "plt.plot(middle_gen_results_f[0][0], label='Middle generation reward')\n", - "plt.plot(last_gen_results_f[0][0], label='Last generation reward')\n", - "plt.legend()\n", - "plt.title('Average training reward')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Average reward')\n", - "plt.show()\n", - "\n", - "\n", - "#training violations\n", - "costs_from_violations = copy.deepcopy(avg_training_norm_violations_f['total_violations_cost'])\n", - "avg_training_norm_violations_f.drop(columns=['seed'], inplace=True)\n", - "avg_training_norm_violations_f.drop(columns=['total_violations_cost'], inplace=True)\n", - "\n", - "#graph costs from violations\n", - "plt.plot(costs_from_violations)\n", - "plt.title('AVERAGE Costs from violations training')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", - "plt.show()\n", - "avg_training_norm_violations_f.plot(kind='bar', stacked=True)\n", - "plt.title('Average training norm violations')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Count of violations')\n", - "plt.show()\n", - "\n", - "#FIRST GEN TRAINING VIOLATIONS \n", - "costs_from_violations = copy.deepcopy(first_gen_results_f[0][1]['total_violations_cost'])\n", - "first_gen_results_f[0][1].drop(columns=['seed'], inplace=True)\n", - "first_gen_results_f[0][1].drop(columns=['total_violations_cost'], inplace=True)\n", - "\n", - "#graph costs from violations\n", - "plt.plot(costs_from_violations)\n", - "plt.title('First generation Costs from violations training')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", - "plt.show()\n", - "first_gen_results_f[0][1].plot(kind='bar', stacked=True)\n", - "plt.title('First generation training norm violations')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Count of violations')\n", - "plt.show()\n", - "\n", - "#MIDDLE GEN TRAINING VIOLATIONS\n", - "costs_from_violations = copy.deepcopy(middle_gen_results_f[0][1]['total_violations_cost'])\n", - "middle_gen_results_f[0][1].drop(columns=['seed'], inplace=True)\n", - "middle_gen_results_f[0][1].drop(columns=['total_violations_cost'], inplace=True)\n", - "plt.plot(costs_from_violations)\n", - "plt.title('Middle generation Costs from violations training')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", - "plt.show()\n", - "middle_gen_results_f[0][1].plot(kind='bar', stacked=True)\n", - "plt.title('Middle generation training norm violations')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Count of violations')\n", - "\n", - "plt.show()\n", - "\n", - "#LAST GEN TRAINING VIOLATIONS\n", - "costs_from_violations = copy.deepcopy(last_gen_results_f[0][1]['total_violations_cost'])\n", - "last_gen_results_f[0][1].drop(columns=['seed'], inplace=True)\n", - "last_gen_results_f[0][1].drop(columns=['total_violations_cost'], inplace=True)\n", - "plt.plot(costs_from_violations)\n", - "plt.title('Last generation Costs from violations training')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", - "plt.show()\n", - "last_gen_results_f[0][1].plot(kind='bar', stacked=True)\n", - "plt.title('Last generation training norm violations')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Count of violations')\n", - "plt.show()\n", - "\n", - "\n", - "\n", - "\n", - "#training violations\n", - "costs_from_violations_f = copy.deepcopy(sim_violated_f['total_violations_cost'])\n", - "sim_violated_f.drop(columns=['seed'], inplace=True)\n", - "sim_violated_f.drop(columns=['total_violations_cost'], inplace=True)\n", - "\n", - "#graph costs from violations\n", - "plt.plot(costs_from_violations)\n", - "plt.title('Costs from violations simulation')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", - "plt.show()\n", - "\n", - "# Plot a stacked bar chart\n", - "sim_violated_f.plot(kind='bar', stacked=True)\n", - "plt.title('Average simulation norm violations')\n", - "plt.xlabel('Simulation Run')\n", - "plt.ylabel('Average norm violations')\n", - "plt.show()\n", - "\n", - "#simulation at destination, avg timeto destination\n", - "plt.plot(at_dest_f)\n", - "plt.title('Average Steps to destination')\n", - "plt.xlabel('Simulation Run')\n", - "plt.ylabel('Steps ')\n", - "plt.show()\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 10 Agents" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Overriding environment TrafficJunction4-v0\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n", - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generation 1/10\n", - "Solving for Nash Equilibrium in Generation 1/10\n", "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/keras/src/engine/training_v1.py:2359: UserWarning: `Model.state_updates` will be removed in a future version. 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"Episode 9/10\n", - "Episode 10/10\n", - "Generation 4/10\n", - "Solving for Nash Equilibrium in Generation 4/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 5/10\n", - "Solving for Nash Equilibrium in Generation 5/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 6/10\n", - "Solving for Nash Equilibrium in Generation 6/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 7/10\n", - "Solving for Nash Equilibrium in Generation 7/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 8/10\n", - "Solving for Nash Equilibrium in Generation 8/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 9/10\n", - "Solving for Nash Equilibrium in Generation 9/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 10/10\n", - "Solving for Nash Equilibrium in Generation 10/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Running Computed Policies\n", - "Episode 0 done\n", - "Episode 1 done\n", - "Episode 2 done\n", - "Episode 3 done\n", - "Episode 4 done\n", - "Episode 5 done\n", - "Episode 6 done\n", - "Episode 7 done\n", - "Episode 8 done\n", - "Episode 9 done\n", - "Episode 9 done\n", - "Total steps: 18\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Overriding environment TrafficJunction4-v0\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n", - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", - 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"Episode 1/10\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/keras/src/engine/training_v1.py:2359: UserWarning: `Model.state_updates` will be removed in a future version. 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"Episode 10/10\n", - "Generation 10/10\n", - "Solving for Nash Equilibrium in Generation 10/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", 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"Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 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108/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + 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114/300\n", + "Solving for Nash Equilibrium in Generation 114/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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99/100\n", + "Episode 100/100\n", + "11900\n", + "Generation 120/300\n", + "Solving for Nash Equilibrium in Generation 120/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 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Nash Equilibrium in Generation 146/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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149/300\n", + "Solving for Nash Equilibrium in Generation 149/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "15100\n", + "Generation 152/300\n", + "Solving for Nash Equilibrium in Generation 152/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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99/100\n", + "Episode 100/100\n", + "15400\n", + "Generation 155/300\n", + "Solving for Nash Equilibrium in Generation 155/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 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Nash Equilibrium in Generation 181/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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+ "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "18300\n", + "Generation 184/300\n", + "Solving for Nash Equilibrium in Generation 184/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "18600\n", + "Generation 187/300\n", + "Solving for Nash Equilibrium in Generation 187/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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Generation 213/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 216/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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219/300\n", + "Solving for Nash Equilibrium in Generation 219/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "22100\n", + "Generation 222/300\n", + "Solving for Nash Equilibrium in Generation 222/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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99/100\n", + "Episode 100/100\n", + "22400\n", + "Generation 225/300\n", + "Solving for Nash Equilibrium in Generation 225/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 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98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "22700\n", + "Generation 228/300\n", + "Solving for Nash Equilibrium in Generation 228/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 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"Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 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97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "23000\n", + "Generation 231/300\n", + "Solving for Nash Equilibrium in Generation 231/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 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"Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 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"Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 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"Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 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Generation 248/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 251/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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254/300\n", + "Solving for Nash Equilibrium in Generation 254/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "25600\n", + "Generation 257/300\n", + "Solving for Nash Equilibrium in Generation 257/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "26200\n", + "Generation 263/300\n", + "Solving for Nash Equilibrium in Generation 263/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 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3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + 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"Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 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Generation 283/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 286/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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289/300\n", + "Solving for Nash Equilibrium in Generation 289/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "29100\n", + "Generation 292/300\n", + "Solving for Nash Equilibrium in Generation 292/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "29700\n", + "Generation 298/300\n", + "Solving for Nash Equilibrium in Generation 298/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 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"Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "30000\n", "Running Computed Policies\n", "Episode 0 done\n", "Episode 1 done\n", + "Episode 1 done\n", + "Total steps: 13\n", + "Episode 2 done\n", "Episode 2 done\n", + "Total steps: 13\n", "Episode 3 done\n", "Episode 4 done\n", "Episode 5 done\n", - "Episode 6 done\n", - "Episode 7 done\n", - "Episode 8 done\n", - "Episode 9 done\n", - "here\n", - "([550.1646499999999, 270.01365000000015, 513.1350000000007, 3593.441600000003, 6561.650350000002, 8492.149900000002, 9051.398650000005, 12018.088300000005, 14074.011400000003, 16089.473050000004], seed step_collisions not_on_track yield_violations \\\n", - "0 1.0 4.0 15.0 1.0 \n", - "1 1.0 5.0 26.0 3.0 \n", - "2 1.0 4.0 19.0 2.0 \n", - "3 1.0 4.0 15.0 1.0 \n", - "4 1.0 4.0 15.0 2.0 \n", - "5 1.0 6.0 28.0 1.0 \n", - "6 1.0 5.0 10.0 1.0 \n", - "7 1.0 5.0 17.0 1.0 \n", - "8 1.0 4.0 20.0 2.0 \n", - "9 1.0 4.0 20.0 2.0 \n", - "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 653.0 \n", - "1 0.0 1175.0 \n", - "2 0.0 689.0 \n", - "3 0.0 678.0 \n", - "4 0.0 659.0 \n", - "5 0.0 953.0 \n", - "6 0.0 474.0 \n", - "7 0.0 626.0 \n", - "8 0.0 1032.0 \n", - "9 0.0 837.0 \n", - "\n", - " total_violations_cost \n", - "0 -189.65 \n", - "1 -294.75 \n", - "2 -213.45 \n", - "3 -190.90 \n", - "4 -191.95 \n", - "5 -309.65 \n", - "6 -175.70 \n", - "7 -218.30 \n", - "8 -235.60 \n", - "9 -225.85 )\n", - "here1\n", - "[550.1646499999999, 270.01365000000015, 513.1350000000007, 3593.441600000003, 6561.650350000002, 8492.149900000002, 9051.398650000005, 12018.088300000005, 14074.011400000003, 16089.473050000004]\n" + "Episode 5 done\n", + "Total steps: 13\n", + "Episode 6 done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Overriding environment TrafficJunction4-v0\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n", "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generation 1/10\n", - "Solving for Nash Equilibrium in Generation 1/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/keras/src/engine/training_v1.py:2359: UserWarning: `Model.state_updates` will be removed in a future version. This property should not be used in TensorFlow 2.0, as `updates` are applied automatically.\n", - " updates=self.state_updates,\n" + " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n", + "/opt/homebrew/lib/python3.11/site-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/opt/homebrew/lib/python3.11/site-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in scalar divide\n", + " ret = ret.dtype.type(ret / rcount)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 2/10\n", - "Solving for Nash Equilibrium in Generation 2/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 3/10\n", - "Solving for Nash Equilibrium in Generation 3/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 4/10\n", - "Solving for Nash Equilibrium in Generation 4/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 5/10\n", - "Solving for Nash Equilibrium in Generation 5/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 6/10\n", - "Solving for Nash Equilibrium in Generation 6/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 7/10\n", - "Solving for Nash Equilibrium in Generation 7/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 8/10\n", - "Solving for Nash Equilibrium in Generation 8/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 9/10\n", - "Solving for Nash Equilibrium in Generation 9/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 10/10\n", - "Solving for Nash Equilibrium in Generation 10/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Running Computed Policies\n", - "Episode 0 done\n", - "Episode 1 done\n", - "Episode 2 done\n", - "Episode 3 done\n", - "Episode 4 done\n", - "Episode 5 done\n", - "Episode 6 done\n", "Episode 7 done\n", "Episode 8 done\n", "Episode 8 done\n", - "Total steps: 17\n", + "Total steps: 13\n", "Episode 9 done\n", - "here\n", - "([2730.790050000001, 4685.487450000001, 4491.37425, 4957.741300000003, 7941.8098000000045, 11802.204850000006, 12036.965599999945, 12382.346999999945, 14518.048149999948, 14159.171199999944], seed step_collisions not_on_track yield_violations \\\n", - "0 2.0 4.0 18.0 9.0 \n", - "1 2.0 5.0 27.0 2.0 \n", - "2 2.0 3.0 11.0 0.0 \n", - "3 2.0 5.0 21.0 1.0 \n", - "4 2.0 4.0 20.0 1.0 \n", - "5 2.0 3.0 21.0 0.0 \n", - "6 2.0 4.0 18.0 3.0 \n", - "7 2.0 4.0 9.0 0.0 \n", - "8 2.0 4.0 20.0 1.0 \n", - "9 2.0 9.0 7.0 4.0 \n", - "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 1231.0 \n", - "1 0.0 979.0 \n", - "2 0.0 278.0 \n", - "3 0.0 848.0 \n", - "4 0.0 829.0 \n", - "5 0.0 670.0 \n", - "6 0.0 1061.0 \n", - "7 0.0 307.0 \n", - "8 0.0 837.0 \n", - "9 0.0 540.0 \n", - "\n", - " total_violations_cost \n", - "0 -249.55 \n", - "1 -287.95 \n", - "2 -128.90 \n", - "3 -249.40 \n", - "4 -223.45 \n", - "5 -198.50 \n", - "6 -229.05 \n", - "7 -140.35 \n", - "8 -223.85 \n", - "9 -250.00 )\n", - "here1\n", - "[2730.790050000001, 4685.487450000001, 4491.37425, 4957.741300000003, 7941.8098000000045, 11802.204850000006, 12036.965599999945, 12382.346999999945, 14518.048149999948, 14159.171199999944]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Overriding environment TrafficJunction4-v0\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n", - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generation 1/10\n", - "Solving for Nash Equilibrium in Generation 1/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/keras/src/engine/training_v1.py:2359: UserWarning: `Model.state_updates` will be removed in a future version. This property should not be used in TensorFlow 2.0, as `updates` are applied automatically.\n", - " updates=self.state_updates,\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 2/10\n", - "Solving for Nash Equilibrium in Generation 2/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 3/10\n", - "Solving for Nash Equilibrium in Generation 3/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 4/10\n", - "Solving for Nash Equilibrium in Generation 4/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 5/10\n", - "Solving for Nash Equilibrium in Generation 5/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 6/10\n", - "Solving for Nash Equilibrium in Generation 6/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 7/10\n", - "Solving for Nash Equilibrium in Generation 7/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 8/10\n", - "Solving for Nash Equilibrium in Generation 8/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 9/10\n", - "Solving for Nash Equilibrium in Generation 9/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 10/10\n", - "Solving for Nash Equilibrium in Generation 10/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Running Computed Policies\n", - "Episode 0 done\n", - "Episode 1 done\n", - "Episode 2 done\n", - "Episode 3 done\n", - "Episode 4 done\n", - "Episode 5 done\n", - "Episode 6 done\n", - "Episode 7 done\n", - "Episode 8 done\n", - "Episode 9 done\n", - "here\n", - "([2135.1220000000017, 3358.799500000001, 5155.691500000002, 6760.615500000004, 8742.117600000005, 9114.779150000004, 11010.966900000001, 13624.713550000004, 14993.061750000004, 83588.57138888891], seed step_collisions not_on_track yield_violations \\\n", - "0 3.0 4.0 4.0 2.0 \n", - "1 3.0 6.0 9.0 0.0 \n", - "2 3.0 6.0 15.0 2.0 \n", - "3 3.0 5.0 15.0 1.0 \n", - "4 3.0 4.0 14.0 2.0 \n", - "5 3.0 3.0 21.0 0.0 \n", - "6 3.0 5.0 21.0 0.0 \n", - "7 3.0 5.0 21.0 2.0 \n", - "8 3.0 6.0 23.0 2.0 \n", - "9 3.0 5.0 19.0 4.0 \n", + "Episode 10 done\n", + "Episode 11 done\n", + "Episode 11 done\n", + "Total steps: 13\n", + "Episode 12 done\n", + "Episode 13 done\n", + "Episode 14 done\n", + "Episode 15 done\n", + "Episode 15 done\n", + "Total steps: 1\n", + "Episode 16 done\n", + "Episode 16 done\n", + "Total steps: 13\n", + "Episode 17 done\n", + "Episode 18 done\n", + "Episode 19 done\n", + "Episode 20 done\n", + "Episode 20 done\n", + "Total steps: 13\n", + "Episode 21 done\n", + "Episode 22 done\n", + "Episode 23 done\n", + "Episode 24 done\n", + "Episode 25 done\n", + "Episode 26 done\n", + "Episode 27 done\n", + "Episode 28 done\n", + "Episode 29 done\n", + "Episode 30 done\n", + "Episode 31 done\n", + "Episode 32 done\n", + "Episode 32 done\n", + "Total steps: 13\n", + "Episode 33 done\n", + "Episode 34 done\n", + "Episode 35 done\n", + "Episode 36 done\n", + "Episode 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+ "Episode 293 done\n", + "Episode 294 done\n", + "Episode 295 done\n", + "Episode 296 done\n", + "Episode 296 done\n", + "Total steps: 13\n", + "Episode 297 done\n", + "Episode 298 done\n", + "Episode 298 done\n", + "Total steps: 13\n", + "Episode 299 done\n", + " seed step_collisions not_on_track yield_violations \\\n", + "0 42.0 0.0 8.0 0.0 \n", + "1 42.0 0.0 2.0 0.0 \n", + "2 42.0 0.0 3.0 0.0 \n", + "3 42.0 1.0 7.0 0.0 \n", + "4 42.0 0.0 19.0 0.0 \n", + ".. ... ... ... ... \n", + "295 42.0 0.0 13.0 0.0 \n", + "296 42.0 0.0 2.0 0.0 \n", + "297 42.0 0.0 8.0 0.0 \n", + "298 42.0 0.0 2.0 0.0 \n", + "299 42.0 0.0 7.0 0.0 \n", + "\n", + " unncessary_brake_violations efficient_crossing_violations \\\n", + "0 0.0 418.0 \n", + "1 0.0 48.0 \n", + "2 0.0 24.0 \n", + "3 0.0 442.0 \n", + "4 0.0 1182.0 \n", + ".. ... ... \n", + "295 0.0 812.0 \n", + "296 0.0 48.0 \n", + "297 0.0 418.0 \n", + "298 0.0 48.0 \n", + "299 0.0 442.0 \n", "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 144.0 \n", - "1 0.0 334.0 \n", - "2 0.0 477.0 \n", - "3 0.0 477.0 \n", - "4 0.0 827.0 \n", - "5 0.0 678.0 \n", - "6 0.0 645.0 \n", - "7 0.0 1020.0 \n", - "8 0.0 968.0 \n", - "9 0.0 1041.0 \n", + " total_violations_cost \n", + "0 -1903.0 \n", + "1 -356.0 \n", + "2 -112.0 \n", + "3 -2352.0 \n", + "4 -14344.5 \n", + ".. ... \n", + "295 -6871.0 \n", + "296 -356.0 \n", + "297 -1903.0 \n", + "298 -356.0 \n", + "299 -2341.5 \n", "\n", - " total_violations_cost \n", - "0 -111.20 \n", - "1 -181.70 \n", - "2 -222.85 \n", - "3 -200.85 \n", - "4 -195.35 \n", - "5 -198.90 \n", - "6 -237.25 \n", - "7 -260.00 \n", - "8 -287.40 \n", - "9 -255.05 )\n", - "here1\n", - "[2135.1220000000017, 3358.799500000001, 5155.691500000002, 6760.615500000004, 8742.117600000005, 9114.779150000004, 11010.966900000001, 13624.713550000004, 14993.061750000004, 83588.57138888891]\n" + "[300 rows x 7 columns]\n", + "Generation 1/300\n" ] }, { @@ -6485,459 +32380,32060 @@ "name": "stdout", "output_type": "stream", "text": [ - "Generation 1/10\n", - "Solving for Nash Equilibrium in Generation 1/10\n", + "Solving for Nash Equilibrium in Generation 1/300\n", "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/keras/src/engine/training_v1.py:2359: UserWarning: `Model.state_updates` will be removed in a future version. This property should not be used in TensorFlow 2.0, as `updates` are applied automatically.\n", - " updates=self.state_updates,\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 2/10\n", - "Solving for Nash Equilibrium in Generation 2/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 3/10\n", - "Solving for Nash Equilibrium in Generation 3/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 4/10\n", - "Solving for Nash Equilibrium in Generation 4/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 5/10\n", - "Solving for Nash Equilibrium in Generation 5/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 6/10\n", - "Solving for Nash Equilibrium in Generation 6/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 7/10\n", - "Solving for Nash Equilibrium in Generation 7/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 8/10\n", - "Solving for Nash Equilibrium in Generation 8/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 9/10\n", - "Solving for Nash Equilibrium in Generation 9/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 10/10\n", - "Solving for Nash Equilibrium in Generation 10/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Running Computed Policies\n", - "Episode 0 done\n", - "Episode 1 done\n", - "Episode 2 done\n", - "Episode 3 done\n", - "Episode 4 done\n", - "Episode 5 done\n", - "Episode 6 done\n", - "Episode 7 done\n", - "Episode 8 done\n", - "Episode 9 done\n", - "here\n", - "([1081.7498000000003, 934.5116500000004, 3681.720250000002, 4149.717150000018, 7229.166200000019, 9554.48345000002, 9156.74115000002, 9157.009600000018, 9555.125149999987, 10880.996399999987], seed step_collisions not_on_track yield_violations \\\n", - "0 4.0 4.0 21.0 1.0 \n", - "1 4.0 4.0 23.0 0.0 \n", - "2 4.0 4.0 22.0 1.0 \n", - "3 4.0 5.0 24.0 4.0 \n", - "4 4.0 3.0 20.0 1.0 \n", - "5 4.0 5.0 10.0 1.0 \n", - "6 4.0 4.0 21.0 1.0 \n", - "7 4.0 4.0 25.0 2.0 \n", - "8 4.0 3.0 11.0 0.0 \n", - "9 4.0 4.0 20.0 1.0 \n", - "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 828.0 \n", - "1 0.0 620.0 \n", - "2 0.0 631.0 \n", - "3 0.0 1399.0 \n", - "4 0.0 671.0 \n", - "5 0.0 312.0 \n", - "6 0.0 655.0 \n", - "7 0.0 837.0 \n", - "8 0.0 282.0 \n", - "9 0.0 835.0 \n", - "\n", - " total_violations_cost \n", - "0 -228.40 \n", - "1 -226.00 \n", - "2 -223.55 \n", - "3 -297.95 \n", - "4 -195.55 \n", - "5 -167.60 \n", - "6 -219.75 \n", - "7 -250.85 \n", - "8 -129.10 \n", - "9 -223.75 )\n", - "here1\n", - "[1081.7498000000003, 934.5116500000004, 3681.720250000002, 4149.717150000018, 7229.166200000019, 9554.48345000002, 9156.74115000002, 9157.009600000018, 9555.125149999987, 10880.996399999987]\n" - ] - }, - { - "data": { - "image/png": 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f, first_gen_results_f, middle_gen_results_f, last_gen_results_f = None, None, None, None, None, None, None\n", - "for seed in seeds:\n", - " avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results= simulation_10_agents(seed, False) \n", - " if seed == seeds[0]:\n", - " avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f, first_gen_results_f, middle_gen_results_f, last_gen_results_f= avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results\n", - " first_gen_results_f = [list(item) for item in first_gen_results_f]\n", - " middle_gen_results_f = [list(item) for item in middle_gen_results_f]\n", - " last_gen_results_f = [list(item) for item in last_gen_results_f]\n", - " else:\n", - " avg_training_rewards_f = [sum(x) / 2 for x in zip(avg_training_rewards_f, avg_training_rewards)]\n", - " print(\"here\")\n", - " print(first_gen_results[0])\n", - " print(\"here1\")\n", - " print(first_gen_results[0][0])\n", - "\n", - "\n", - " first_gen_results_f[0][0] = [sum(x) / 2 for x in zip(first_gen_results_f[0][0], first_gen_results[0][0])]\n", - " middle_gen_results_f[0][0] = [sum(x) / 2 for x in zip(middle_gen_results_f[0][0], middle_gen_results[0][0])]\n", - " last_gen_results_f[0][0] = [sum(x) / 2 for x in zip(last_gen_results_f[0][0], last_gen_results[0][0])]\n", - "\n", - " avg_training_norm_violations_f = avg_training_norm_violations_f.add(avg_training_norm_violations).div(2)\n", - " first_gen_results_f[0][1] = first_gen_results_f[0][1].add(first_gen_results[0][1]).div(2)\n", - " middle_gen_results_f[0][1] = middle_gen_results_f[0][1].add(middle_gen_results[0][1]).div(2)\n", - " last_gen_results_f[0][1] = last_gen_results_f[0][1].add(last_gen_results[0][1]).div(2)\n", - "\n", - " sim_violated_f = sim_violated_f.add(sim_violated).div(2)\n", - " at_dest_f = [sum(x) / 2 for x in zip(at_dest_f, at_dest)]\n", - "\n", - "#plot results\n", - "plt.plot(avg_training_rewards_f, label='Average training reward')\n", - "plt.plot(first_gen_results_f[0][0], label='First generation reward')\n", - "plt.plot(middle_gen_results_f[0][0], label='Middle generation reward')\n", - "plt.plot(last_gen_results_f[0][0], label='Last generation reward')\n", - "plt.legend()\n", - "plt.title('Average training reward')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Average reward')\n", - "plt.show()\n", - "\n", - "\n", - "#training violations\n", - "costs_from_violations = copy.deepcopy(avg_training_norm_violations_f['total_violations_cost'])\n", - "avg_training_norm_violations_f.drop(columns=['seed'], inplace=True)\n", - "avg_training_norm_violations_f.drop(columns=['total_violations_cost'], inplace=True)\n", - "\n", - "#graph costs from violations\n", - "plt.plot(costs_from_violations)\n", - "plt.title('AVERAGE Costs from violations training')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", - "plt.show()\n", - "avg_training_norm_violations_f.plot(kind='bar', stacked=True)\n", - "plt.title('Average training norm violations')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Count of violations')\n", - "plt.show()\n", - "\n", - "#FIRST GEN TRAINING VIOLATIONS \n", - "costs_from_violations = copy.deepcopy(first_gen_results_f[0][1]['total_violations_cost'])\n", - "first_gen_results_f[0][1].drop(columns=['seed'], inplace=True)\n", - "first_gen_results_f[0][1].drop(columns=['total_violations_cost'], inplace=True)\n", - "\n", - "#graph costs from violations\n", - "plt.plot(costs_from_violations)\n", - "plt.title('First generation Costs from violations training')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", - "plt.show()\n", - "first_gen_results_f[0][1].plot(kind='bar', stacked=True)\n", - "plt.title('First generation training norm violations')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Count of violations')\n", - "plt.show()\n", - "\n", - "#MIDDLE GEN TRAINING VIOLATIONS\n", - "costs_from_violations = copy.deepcopy(middle_gen_results_f[0][1]['total_violations_cost'])\n", - "middle_gen_results_f[0][1].drop(columns=['seed'], inplace=True)\n", - "middle_gen_results_f[0][1].drop(columns=['total_violations_cost'], inplace=True)\n", - "plt.plot(costs_from_violations)\n", - "plt.title('Middle generation Costs from violations training')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", - "plt.show()\n", - "middle_gen_results_f[0][1].plot(kind='bar', stacked=True)\n", - "plt.title('Middle generation training norm violations')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Count of violations')\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", 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1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + 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28/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + 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1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + 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Nash Equilibrium in Generation 113/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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116/300\n", + "Solving for Nash Equilibrium in Generation 116/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "11800\n", + "Generation 119/300\n", + "Solving for Nash Equilibrium in Generation 119/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + 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"Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 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"Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 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100/100\n", + "15300\n", + "Generation 154/300\n", + "Solving for Nash Equilibrium in Generation 154/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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Generation 180/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 183/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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100/100\n", + "18800\n", + "Generation 189/300\n", + "Solving for Nash Equilibrium in Generation 189/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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"Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 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99/100\n", + "Episode 100/100\n", + "19100\n", + "Generation 192/300\n", + "Solving for Nash Equilibrium in Generation 192/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 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Generation 215/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 218/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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221/300\n", + "Solving for Nash Equilibrium in Generation 221/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "22300\n", + "Generation 224/300\n", + "Solving for Nash Equilibrium in Generation 224/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "22900\n", + "Generation 230/300\n", + "Solving for Nash Equilibrium in Generation 230/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 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Generation 250/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 253/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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256/300\n", + "Solving for Nash Equilibrium in Generation 256/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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"Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 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100/100\n", + "25800\n", + "Generation 259/300\n", + "Solving for Nash Equilibrium in Generation 259/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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"Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 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98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "26400\n", + "Generation 265/300\n", + "Solving for Nash Equilibrium in Generation 265/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 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Generation 285/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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291/300\n", + "Solving for Nash Equilibrium in Generation 291/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "29300\n", + "Generation 294/300\n", + "Solving for Nash Equilibrium in Generation 294/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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(\"WARN\", msg % args), \"yellow\"))\n", + "/opt/homebrew/lib/python3.11/site-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.\n", + " return _methods._mean(a, axis=axis, dtype=dtype,\n", + "/opt/homebrew/lib/python3.11/site-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in scalar divide\n", + " ret = ret.dtype.type(ret / rcount)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Episode 7 done\n", + "Episode 8 done\n", + "Episode 8 done\n", + "Total steps: 13\n", + "Episode 9 done\n", + "Episode 10 done\n", + "Episode 11 done\n", + "Episode 12 done\n", + "Episode 13 done\n", + "Episode 14 done\n", + "Episode 15 done\n", + "Episode 16 done\n", + "Episode 17 done\n", + "Episode 17 done\n", + "Total steps: 13\n", + "Episode 18 done\n", + "Episode 19 done\n", + "Episode 20 done\n", + "Episode 21 done\n", + "Episode 22 done\n", + "Episode 22 done\n", + "Total steps: 13\n", + "Episode 23 done\n", + 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"Total steps: 13\n", + "Episode 82 done\n", + "Episode 83 done\n", + "Episode 84 done\n", + "Episode 84 done\n", + "Total steps: 13\n", + "Episode 85 done\n", + "Episode 86 done\n", + "Episode 87 done\n", + "Episode 88 done\n", + "Episode 89 done\n", + "Episode 90 done\n", + "Episode 91 done\n", + "Episode 91 done\n", + "Total steps: 1\n", + "Episode 92 done\n", + "Episode 92 done\n", + "Total steps: 13\n", + "Episode 93 done\n", + "Episode 94 done\n", + "Episode 95 done\n", + "Episode 96 done\n", + "Episode 97 done\n", + "Episode 97 done\n", + "Total steps: 13\n", + "Episode 98 done\n", + "Episode 99 done\n", + "Episode 100 done\n", + "Episode 101 done\n", + "Episode 102 done\n", + "Episode 103 done\n", + "Episode 104 done\n", + "Episode 105 done\n", + "Episode 106 done\n", + "Episode 107 done\n", + "Episode 108 done\n", + "Episode 109 done\n", + "Episode 110 done\n", + "Episode 111 done\n", + "Episode 112 done\n", + "Episode 113 done\n", + "Episode 114 done\n", + "Episode 115 done\n", + "Episode 116 done\n", + "Episode 116 done\n", + "Total steps: 13\n", + "Episode 117 done\n", + "Episode 117 done\n", + "Total steps: 13\n", + "Episode 118 done\n", + "Episode 119 done\n", + "Episode 120 done\n", + "Episode 121 done\n", + "Episode 122 done\n", + "Episode 123 done\n", + "Episode 124 done\n", + "Episode 125 done\n", + "Episode 126 done\n", + "Episode 127 done\n", + "Episode 128 done\n", + "Episode 129 done\n", + "Episode 130 done\n", + "Episode 131 done\n", + "Episode 132 done\n", + "Episode 133 done\n", + "Episode 134 done\n", + "Episode 135 done\n", + "Episode 136 done\n", + "Episode 137 done\n", + "Episode 138 done\n", + "Episode 139 done\n", + "Episode 139 done\n", + "Total steps: 13\n", + "Episode 140 done\n", + "Episode 140 done\n", + "Total steps: 13\n", + "Episode 141 done\n", + "Episode 142 done\n", + "Episode 143 done\n", + "Episode 144 done\n", + "Episode 145 done\n", + "Episode 146 done\n", + "Episode 146 done\n", + "Total steps: 13\n", + "Episode 147 done\n", + "Episode 148 done\n", + "Episode 149 done\n", + "Episode 149 done\n", + "Total steps: 13\n", + "Episode 150 done\n", + "Episode 150 done\n", + "Total steps: 13\n", + "Episode 151 done\n", + "Episode 152 done\n", + "Episode 153 done\n", + "Episode 154 done\n", + "Episode 155 done\n", + "Episode 156 done\n", + "Episode 157 done\n", + "Episode 158 done\n", + "Episode 159 done\n", + "Episode 159 done\n", + "Total steps: 13\n", + "Episode 160 done\n", + "Episode 160 done\n", + "Total steps: 13\n", + "Episode 161 done\n", + "Episode 162 done\n", + "Episode 163 done\n", + "Episode 164 done\n", + "Episode 165 done\n", + "Episode 166 done\n", + "Episode 167 done\n", + "Episode 168 done\n", + "Episode 169 done\n", + "Episode 170 done\n", + "Episode 171 done\n", + "Episode 172 done\n", + "Episode 172 done\n", + "Total steps: 13\n", + "Episode 173 done\n", + "Episode 173 done\n", + "Total steps: 13\n", + "Episode 174 done\n", + "Episode 174 done\n", + "Total steps: 13\n", + "Episode 175 done\n", + "Episode 176 done\n", + "Episode 177 done\n", + "Episode 178 done\n", + "Episode 178 done\n", + "Total steps: 13\n", + "Episode 179 done\n", + "Episode 179 done\n", + "Total steps: 1\n", + "Episode 180 done\n", + "Episode 181 done\n", + "Episode 182 done\n", + "Episode 183 done\n", + "Episode 184 done\n", + "Episode 185 done\n", + "Episode 185 done\n", + "Total steps: 13\n", + "Episode 186 done\n", + "Episode 186 done\n", + "Total steps: 13\n", + "Episode 187 done\n", + "Episode 188 done\n", + "Episode 189 done\n", + "Episode 190 done\n", + "Episode 191 done\n", + "Episode 191 done\n", + "Total steps: 13\n", + "Episode 192 done\n", + "Episode 193 done\n", + "Episode 193 done\n", + "Total steps: 13\n", + "Episode 194 done\n", + "Episode 195 done\n", + "Episode 196 done\n", + "Episode 197 done\n", + "Episode 198 done\n", + "Episode 199 done\n", + "Episode 200 done\n", + "Episode 201 done\n", + "Episode 202 done\n", + "Episode 202 done\n", + "Total steps: 13\n", + "Episode 203 done\n", + "Episode 203 done\n", + "Total steps: 13\n", + "Episode 204 done\n", + "Episode 204 done\n", + "Total steps: 13\n", + "Episode 205 done\n", + "Episode 206 done\n", + "Episode 206 done\n", + "Total steps: 13\n", + "Episode 207 done\n", + "Episode 207 done\n", + "Total steps: 1\n", + "Episode 208 done\n", + "Episode 209 done\n", + "Episode 210 done\n", + "Episode 210 done\n", + "Total steps: 13\n", + "Episode 211 done\n", + "Episode 212 done\n", + "Episode 213 done\n", + "Episode 214 done\n", + "Episode 215 done\n", + "Episode 216 done\n", + "Episode 217 done\n", + "Episode 218 done\n", + "Episode 219 done\n", + "Episode 220 done\n", + "Episode 221 done\n", + "Episode 222 done\n", + "Episode 223 done\n", + "Episode 224 done\n", + "Episode 225 done\n", + "Episode 226 done\n", + "Episode 227 done\n", + "Episode 227 done\n", + "Total steps: 13\n", + "Episode 228 done\n", + "Episode 229 done\n", + "Episode 230 done\n", + "Episode 231 done\n", + "Episode 232 done\n", + "Episode 232 done\n", + "Total steps: 13\n", + "Episode 233 done\n", + "Episode 234 done\n", + "Episode 235 done\n", + "Episode 236 done\n", + "Episode 237 done\n", + "Episode 237 done\n", + "Total steps: 13\n", + "Episode 238 done\n", + "Episode 238 done\n", + "Total steps: 13\n", + "Episode 239 done\n", + "Episode 240 done\n", + "Episode 240 done\n", + "Total steps: 13\n", + "Episode 241 done\n", + "Episode 242 done\n", + "Episode 243 done\n", + "Episode 243 done\n", + "Total steps: 13\n", + "Episode 244 done\n", + "Episode 245 done\n", + "Episode 245 done\n", + "Total steps: 1\n", + "Episode 246 done\n", + "Episode 247 done\n", + "Episode 248 done\n", + "Episode 249 done\n", + "Episode 250 done\n", + "Episode 251 done\n", + "Episode 252 done\n", + "Episode 253 done\n", + "Episode 254 done\n", + "Episode 255 done\n", + "Episode 256 done\n", + "Episode 257 done\n", + "Episode 257 done\n", + "Total steps: 13\n", + "Episode 258 done\n", + "Episode 259 done\n", + "Episode 259 done\n", + "Total steps: 13\n", + "Episode 260 done\n", + "Episode 261 done\n", + "Episode 261 done\n", + "Total steps: 13\n", + "Episode 262 done\n", + "Episode 262 done\n", + "Total steps: 13\n", + "Episode 263 done\n", + "Episode 264 done\n", + "Episode 265 done\n", + "Episode 266 done\n", + "Episode 267 done\n", + "Episode 268 done\n", + "Episode 269 done\n", + "Episode 270 done\n", + "Episode 271 done\n", + "Episode 272 done\n", + "Episode 273 done\n", + "Episode 274 done\n", + "Episode 275 done\n", + "Episode 276 done\n", + "Episode 277 done\n", + "Episode 278 done\n", + "Episode 279 done\n", + "Episode 280 done\n", + "Episode 280 done\n", + "Total steps: 13\n", + "Episode 281 done\n", + "Episode 281 done\n", + "Total steps: 13\n", + "Episode 282 done\n", + "Episode 283 done\n", + "Episode 284 done\n", + "Episode 284 done\n", + "Total steps: 13\n", + "Episode 285 done\n", + "Episode 285 done\n", + "Total steps: 13\n", + "Episode 286 done\n", + "Episode 287 done\n", + "Episode 288 done\n", + "Episode 289 done\n", + "Episode 290 done\n", + "Episode 291 done\n", + "Episode 291 done\n", + "Total steps: 13\n", + "Episode 292 done\n", + "Episode 293 done\n", + "Episode 294 done\n", + "Episode 295 done\n", + "Episode 295 done\n", + "Total steps: 13\n", + "Episode 296 done\n", + "Episode 297 done\n", + "Episode 298 done\n", + "Episode 299 done\n", + " seed step_collisions not_on_track yield_violations \\\n", + "0 135.0 0.0 14.0 0.0 \n", + "1 135.0 0.0 13.0 0.0 \n", + "2 135.0 0.0 14.0 0.0 \n", + "3 135.0 0.0 14.0 0.0 \n", + "4 135.0 0.0 1.0 0.0 \n", + ".. ... ... ... ... \n", + "295 135.0 0.0 1.0 0.0 \n", + "296 135.0 0.0 8.0 0.0 \n", + "297 135.0 0.0 14.0 0.0 \n", + "298 135.0 0.0 13.0 0.0 \n", + "299 135.0 0.0 13.0 0.0 \n", + "\n", + " unncessary_brake_violations efficient_crossing_violations \\\n", + "0 0.0 788.0 \n", + "1 0.0 812.0 \n", + "2 0.0 788.0 \n", + "3 0.0 788.0 \n", + "4 0.0 72.0 \n", + ".. ... ... \n", + "295 0.0 72.0 \n", + "296 0.0 418.0 \n", + "297 0.0 788.0 \n", + "298 0.0 812.0 \n", + "299 0.0 812.0 \n", + "\n", + " total_violations_cost \n", + "0 -6394.0 \n", + "1 -6871.0 \n", + "2 -6394.0 \n", + "3 -6394.0 \n", + "4 -756.0 \n", + ".. ... \n", + "295 -756.0 \n", + "296 -1903.0 \n", + "297 -6394.0 \n", + "298 -6871.0 \n", + "299 -6871.0 \n", + "\n", + "[300 rows x 7 columns]\n", + "Last results: [-129966.95000000001, -109561.825, 343528.77499999997, 615928.075, 1110177.35, 1860379.025, 2161804.25, 2188439.1, 2674486.4250000003, 2655060.8, 3139911.625, 3417869.175, 4134754.6500000004, 3927143.125, 4669489.15, 5629637.725, 6530380.45, 6544824.225, 7276161.1, 7769623.55, 8715799.525, 9681815.95, 10438417.75, 10500709.325, 10735444.5, 11447892.825, 12145842.475, 12429647.325, 13387143.9, 13428267.925, 13013216.625, 12815177.725000001, 14214993.95, 14930254.274999999, 15952165.025, 16404197.475000001, 16879378.9, 17331043.775, 17615413.55, 18979252.1, 19879860.7, 19232754.375, 19279575.85, 19566259.675, 19823044.45, 19391413.65, 19178437.575, 19451808.0, 20170541.475, 20695036.05, 21427043.975, 21716498.2, 21557312.35, 22510735.125, 22308418.700000003, 23474067.825000003, 24420191.55, 25188748.4, 24996731.475, 24373627.075, 24831287.775, 25279684.775, 25140839.45, 25646413.725, 26128731.1, 26876910.775, 26708756.225, 26757352.049999997, 27259551.975, 27090355.675, 27158434.7, 27431851.700000003, 28180773.825, 28019473.0, 28722522.35, 29396230.225, 29714006.525, 30211906.425, 30707547.775, 31186601.575, 31482681.8, 31537693.7, 31821102.8, 32554939.5, 32821182.1, 32616574.375, 32889705.200000003, 33176723.9, 33485431.4, 33704994.0, 34672449.175, 34293117.25, 34800658.125, 34634937.75, 35309482.5, 35608285.675, 36100015.225, 36551597.625, 37055113.525000006, 37076875.075]\n", + "Last results series: 0 -1.299670e+05\n", + "1 -1.196828e+05\n", + "2 3.719808e+04\n", + "3 1.853713e+05\n", + "4 3.762983e+05\n", + " ... \n", + "95 2.373689e+07\n", + "96 2.398587e+07\n", + "97 2.423785e+07\n", + "98 2.449381e+07\n", + "99 2.474406e+07\n", + "Length: 100, dtype: float64\n" + ] + }, + { + "data": { + "image/png": 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", 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KdbkNGzbk/Pnz/PTTT1SpUoUffviBGjVq5Plcyh2lSpXi8OHDrFmzxlQX3bp1a/r16/dQMT3s7ym37+1hv88XXniBM2fOsH//fq5evcqWLVvo3r37I2sNajAYaNGiBWvXrmXMmDGsWrWKjRs3MmfOHIAHrpkoqPvttzsPfO/atYshQ4YQHR3Niy++SM2aNUlMTMz3ekqWLEmHDh1Yt24djRo1YseOHfc9QXuY7/phjjETJkzgzTffpGHDhsyfP58//viDjRs3EhISUmS+l/wq1KRz56ZiXmdikHW20axZM/73v/9x4sQJPv30UzZv3syWLVuA3L+cB3VvVY6iKJw7d87s6dwSJUoQFxeX7bP3/ggLEpufnx+XL1/OdrVw6tQp0/zC4Ofnx9mzZ7P9+B5mPa1bt0aj0TB//vz7lvXw8MDe3p7Tp09nm3fq1CnUarXZmaCbmxsDBgzgl19+ITIykrCwMLMHDfPax3q9nvbt2/PNN99w/vx5XnnlFebOncu5c+cKtoF5uLO/ctqe06dPF9r3dj+9evVCpVKxcOFCFi9ejMFgyLNqDQr+Xdzt2LFjnDlzhilTpjBmzBg6duxI8+bNszXbhvz/HTxMPPfz1FNP8emnn7J//34WLFjA8ePHWbRo0QMt684jIFeuXHmgz+dHfo8xOVm2bBlNmjThxx9/pGfPnjz77LM0b9482/KK4vHpXoWWdDZv3szHH39MQEBAnn8YsbGx2aZVq1YNwHR57ODgAJDjF/Qg5s6da7Zjly1bxpUrV2jdurVpWvny5dm9ezfp6emmab/99lu2S/+CxNamTRsMBgNfffWV2fSpU6eiUqnM1v8w2rRpw9WrV02tewAyMzOZMWMGjo6OpuqRgihTpgyDBg1iw4YNzJgxI9t8o9HIlClTiIqKQqPR8Oyzz7J69WqzKstr166xcOFCnn76aVN13c2bN82W4+joSIUKFcyqRnLbx/d+Vq1WExYWBpCvqpX8qlWrFqVKleK7774zW+769es5efIkbdu2LbR15aVs2bI888wzLF68mPnz5xMQEJBrS6Q7CvJd5PRZMD9zVRSF6dOnZyub37+Dh4knN7du3cp2dn3vMSQnV69e5cSJE9mmp6ens2nTJtRqdZ61NA+rfPnyxMfHm1UnX7lyhZUrV973sxqNJts2L126NNt9qKJ4fLrXA12nr1+/nlOnTpGZmcm1a9fYvHkzGzduxM/PjzVr1uT5UNX48eP566+/aNu2LX5+fsTExPDNN9/g6+vL008/DWR9Oa6urnz33Xc4OTnh4OBA3bp182xmmhc3NzeefvppBgwYwLVr15g2bRoVKlQwa9Y9cOBAli1bRqtWrejevTvnz59n/vz5ZjfOChpb+/btadKkCe+99x4XL16katWqbNiwgdWrVzN8+PBsy35QL7/8MjNnzqR///4cOHAAf39/li1bxs6dO5k2bdoDN9mcMmUK58+fZ9iwYaxYsYJ27dpRokQJIiIiWLp0KadOnTLVg3/yySds3LiRp59+msGDB6PVapk5cyZpaWl8/vnnpmUGBwfTuHFjatasiZubG/v372fZsmUMGTLEVKZmzZoADBs2jJYtW6LRaOjZsycDBw4kNjaWpk2b4uvry6VLl5gxYwbVqlUz1UMXBp1Ox6RJkxgwYACNGjWiV69epibT/v7+jBgxotDWdT8vvPACL7/8MpcvX+a9997L12fy+13cq3LlypQvX55Ro0YRHR2Ns7Mzy5cvz7HOPrfvqDDjyc3PP//MN998Q+fOnSlfvjy3b99m1qxZODs706ZNm1w/FxUVRZ06dWjatCnNmjXDy8uLmJgYfvnlF44cOcLw4cNxd3cvcDz51bNnT8aMGUPnzp0ZNmwYycnJfPvttwQGBt63MUC7du0YP348AwYMoH79+hw7dowFCxaYNc6Aonl8yqYgTd3uNGm889Lr9YqXl5fSokULZfr06WZNc++4tzngpk2blI4dOyre3t6KXq9XvL29lV69eilnzpwx+9zq1auV4OBgRavV5vhwaE5yazL9yy+/KO+8845SqlQpxc7OTmnbtq1Z8887pkyZovj4+Cg2NjZKgwYNlP3792dbZl6x5dQk8vbt28qIESMUb29vRafTKRUrVszz4at75bc7jGvXrikDBgxQ3N3dFb1er4SGhubYbDK/TabvyMzMVH744QflmWeeUVxcXBSdTqf4+fkpAwYMyNac+uDBg0rLli0VR0dHxd7eXmnSpIny999/m5X55JNPlDp16iiurq6KnZ2dUrlyZeXTTz9V0tPTzdY5dOhQxcPDQ1GpVKbfz7Jly5Rnn31WKVWqlKLX65WyZcsqr7zyinLlypX7bkdeTaZz6yZp8eLFSvXq1U0Pseb1cOi9cvudFnT/x8bGKjY2NgqgnDhxIscy5PIw5v2+i5yaBZ84cUJp3ry54ujoqLi7uyuDBg0yNY29+/eU23f0MPHk9kjGvXEePHhQ6dWrl1K2bFnFxsZGKVWqlNKuXTtl//79eexJRUlISFCmT5+utGzZUvH19VV0Op3i5OSk1KtXT5k1a5bZ32ReD4feK7fvNKe/6Q0bNihVqlRR9Hq9UqlSJWX+/Pn5bjI9cuRIpXTp0oqdnZ3SoEEDZdeuXY/N8eluqn8XKIQQQjxyMp6OEEIIi5GkI4QQwmIk6QghhLAYSTpCCCEsRpKOEEIIi5GkI4QQwmIk6QghhLAYSTpCCCEsRpKOEEIIi5GkI4QQwmIk6QghhLAYSTpCCCEsRpKOEEIIi5GkI4QQwmIk6QghhLAYSTpCCCEsRpKOEEIIi5GkI4QQwmIk6QghhLAYSTpCCCEsRpKOEEIIi5GkI4QQwmIk6QghhLAYSTpCCCEsRpKOEEIIi5GkI4QQwmIk6QghhLAYSTpCCCEsRpKOEEIIi5GkI4QQwmIk6QghhLAYSTpCCCEsRpKOEEIIi5GkI4QQwmIk6QghhLAYSTpCCCEsRpKOEEIIi5GkI4QQwmIk6QghhLAYSTpCCCEsRpKOEEIIi5GkI4QQwmIk6QghhLAYrbUDEMLa0lMzSY5PJzUpg7TkTNJSMkhPziQ1OZP05EzSUjMxZhpRa9So1SrUGhUqjQqNRoVKrTKbbnr9O11nq8HR1QZHN1scXPSoNXKeJ4o3STriiZd4K5Wb0UncvJxIYmwayfFpJCekkxSfRvLtDDLTDBaJQ6VW4eCix7GEDY4lbLP+dbPFqYQtjm5Z0+ycdKhUKovEI4Q1qBRFUawdhBCFIT01k9jLSdyMTsxKMtGJ3IxOJC0509qh5ZtGq8ahhA0uHnaUKuuEZ4AzngEu2DvrrR2aEIVCko547BiNCvExyWaJ5WZ0Igk3U+EJ/TU7utng6e+SlYT8nfHwc0Kn11g7LCEKTJKOeCwk3Egh4kQsEcdvEn36FumplqkSK6rUahVuPg6U8s9KQp4Bzrh5OaBSS9WcKNok6YgiKSPdQPTpW0SeiCXiRCxx15KtHVKRp7PVULqcC36hJfEPdcfZ3c7aIQmRjSQdUWTcjE40Xc1cORePIdNo7ZAea27eDviHuuMfWhKvci5yFSSKBEk6wmrSUzOJOJ6VZCJPxpJ4K83aIT2xbB11+Ie5U6FGKXyDSqCRptvCSiTpCIu7fC6Okzsvc+7gdYs1Vxb/sXHQUq6qB+VrlqJM5RLy7JCwKEk6wiKS4tM4vfsqJ/++IvdnihBbBx0B1dwJqu9N6fIu1g5HFAOSdMQjYzQYufTPTU7svELEPzcxGuWnVpR5lHUirIkvFWt5otHJ1Y94NCTpiEIXdy2Zk39f5tTuqyTHp1s7HFFAdk46gp/2pkpDXxxL2Fg7HPGEkaQjCkVGuoHzB2I4sfMyV87FWzscUQjUahXlqnsQ2sQX7wqu1g5HPCEk6YiHkpqUwdEtURzdEkla0uPT3YwoGPcyjoQ29iWwjidanfSEIB6cJB3xQJIT0jmyKYJj26LJKOa9AxQntg7/Vr018sHJzdba4YjHkCQdUSCJt1I5tCGCEzsuk5khD28WVyq1ikp1PanboRyOJST5iPyTpCPyJSk+jQPrLnJ852WMmfKTEVm0OjVhTX2p0cofGzsZKUXcnyQdkafUpAwObbjE0S1RZKbLlY3Ima2Djlpt/KnSyAeNVppbi9xJ0hE5Sk/N5MimSA7/GUl6ijQQEPnj7G5L3Y7lqFjLUwajEzmSpCPMKIrCiR2X2bPmAim3M6wdjnhMlfJzol6XCvhWKmHtUEQRI0lHmNy8nMi2Bae5cl6esxGFo2xISep3KU9JH0drhyKKCEk6gswMA/vXXeTQhgiMBvk5iMKlUkGleqWp276c9HAgJOkUd1GnYtm68DTxMSnWDkU84XQ2Gho8V4GQZ3ysHYqwIkk6xVRKYjo7l53j9O6r1g5FFDNlQ9xo8kKQXPUUU5J0iqFTu66wc9k5UpOkoYCwDht7Lc90r0ilp0pbOxRhYZJ0ipG4a8lsXXia6NO3rB2KEAAEVHWnce/K2DvrrR2KsBBJOsWAwWDk0B8R7F9/EYN0XSOKGFtHHY2fr0T5GqWsHYqwAEk6T7jbsan8PvMYMZduWzsUIfJUsbYnDXsGYuugs3Yo4hGSpPMEizh+k40/nZB7N+KxYe+ip8kLlfEPdbd2KOIRkaTzBFIUhX1rL7J/bTjy7YrHUVD90jzdvSJ6W+lE9EkjSecJk5qUwcafThBx/Ka1QxHiobiUsqPNq2G4eTtYOxRRiCTpPEFiLiXw+8x/uB2bau1QhCgUOlsNzfsHU66ah7VDEYVEks4T4p+/otmx5CyGTGmdJp4wKqjVxp867QKk5+ongCSdx1xmuoFtC09zSnoWEE84/zB3WgwIRi+DxT3WJOk8xuJikvl95j/cjE60dihCWEQJL3vaDA7DtZS9tUMRD0iSzmPq4tEbbJx9QgZYE8WOrYOO1q+F4l3B1dqhiAcgSecxdGrXFTbPO4VilK9OFE8arZqm/SoTWNvL2qGIApKk85g5sjmSHUvPgnxrorhTQZ12AdRuG2DtSEQBSNJ5jOxbG87eX8OtHYYQRUrlp7xo3KcyGo3a2qGIfJCk85jYuewsh/+MtHYYQhRJZYPdaPNaGBqdJJ6iTpJOEacYFbYuPM2JHZetHYoQRVrZkJK0eTVUEk8RJ0mnCDMYjGyafYKz+2OsHYoQjwW/0JK0fiUUjVYST1ElSaeIysww8Pv3/3DpmPShJkRB+IeWpJUkniJLkk4RlJ6aydqvj3L5bJy1QxHiseQf5k6rV6pI44IiSJJOEZOamMGvMw7LoGtCPKSAqu60fFkST1EjSacISUlMZ9X/DhF7OcnaoQjxRChXzYOWg0JQS+IpMuSbKCIy0gz89tVRSThCFKILh6+z4YfjGA3S+3pRIUmnCDAYjPz+/TFiLiZYOxQhnjjnD11nw48nJPEUEZJ0rExRFLbMPUXE8VhrhyLEE+v8wRg2zj6BUfortDpJOlb29/JznN4jY+EI8aid2x/D1vmnrB1GsSdJx4oO/xkhXdsIYUEn/77CkU3yN2dNknSs5PyhGHYuP2ftMIQodnYuP0fkSanOthZJOlYQcymBP2efkOEJhLACxajwxw//EH892dqhFEuSdCws8VYqa785Sma6tKQRwlrSkjJZ+80x0lNl5F1Lk6RjQempmfz29VGS49OtHYoQxd6tK0ls/OmEjMBrYZJ0LEQxKmz88Tg3oxKtHYoQ4l8Xj95gz5oL1g6jWJGkYyF7fr3ARekxWogi58Dvlzi7/5q1wyg2JOlYQPTpWxz8/ZK1wxBC5GLz3JNcj5BOdi1Bks4jlpqUwZ9zTiDdqgpRdGWmG1n37VGSE+R+66MmSecR2zr/FIm30qwdhhDiPhJvpfH798cwZErL0kdJks4jdHx7NOcPXbd2GEKIfLpyLp6/5aHtR0qSziNy62oSO5aetXYYQogCOro1istnb1k7jCeWJJ1HwJBpZMOPx+UBUCEeRwpsmnuKjHSDtSN5IknSeQR2rzrPjUh5HkeIx1XC9RR2rTxv7TCeSJJ0ClnkiVgOSy+2Qjz2jm2NIvqMVLMVNkk6hSjldjp/zpGOPIV4IihZz+9kpEk1W2GSpFOINs89Ke38hXiCJNxIlWq2QiZJp5Ac2xol3dwI8QQ6tk2q2QqTJJ1CkBSfJmdDQjyppJqtUEnSKQS7V56XH6QQTzCpZis8knQe0tXweE7tuWrtMIQQj9ixbVFEn5ZqtoclSechKIrCjiVnpbWaEMWBApvnSTXbw5Kk8xBO77nKtfAEa4chhLCQhBup7Fsbbu0wHmuSdB5Qemqm1PEKUQwd3RxFwo0Ua4fx2JKk84AOrL9Icrw8kyNEcWPINLJ7lZxwPihJOg8gLiZZuroRohg7eyBGqtYfkCSdB7Bz2TmMmdJ6QIhiS4Gdy2XokgchSaeAIk7c5OLRG9YOQwhhZVfOxXP+UIy1w3jsSNIpAKPBmNVEWgghgF0rz2M0yLhZBSFJpwCObY3m1tVka4chhCgi4mNSOLVbHg4vCEk6+ZSRZmDfOmmfL4Qwt3/tRQyZcrWTX5J08unEzsukJWVaOwwhRBFzOzaVEzsuWzuMx4YknXwwGowc+VOaSAshcrZ//UUy06V7nPyQpJMP5w7GcDs21dphCCGKqOT4dI5ti7Z2GI8FSTr5cGhDhLVDEEIUcYc2XJLOQPNBks59RJ6M5UZkorXDEEIUcSm3Mzgtw5zclySd+zi0Ua5yhBD588+2KGuHUORJ0snDjajbRJ6ItXYYQojHxM3oJC6fjbN2GEWaJJ08yL0cIURBHZOrnTxJ0snF7dhUzu2XfpWEEAVz4dB1kuLTrB1GkSVJJxdHNkViNEpP0kKIgjEaFHlYNA+SdHKQlpwhPxohxAM7vv2ydASaC0k6Ofjnr2hpby+EeGBJcWmEH5EhUHIiSeceilHhH3myWAjxkKRBQc4k6dwj6swtEm/JTUAhxMOJPh1H7JUka4dR5EjSuccZGRtDCFFIpNYkO0k6d8lIN3D+0HVrhyGEeEKc3n2F9FQZEuVuknTucuHQdWlAIIQoNOmpBs5If2xmJOncRX4cQojCdmbfNWuHUKRI0vlXUnwakaduWTsMIcQT5ur5eFJup1s7jCJDks6/zh+MQZEeCIQQhUxR4OIxeWbnDkk6/zp/UBoQCCEeDXlQ9D+SdIDkhHSunIuzdhhCiCdU5MlYMtOlkRJI0gHgwqEYFKlZE0I8IpnpRrln/C9JOsA5qVoTQjxi4UfkOAOSdEhJTJeR/oQQj9zFozeksRKSdAg/Ij8EIcSjl3I7g6vhCdYOw+qKfdKJknpWIYSFSBWbJB1ptSaEsJiLR6XpdLFOOgk3UmQYAyGExdy6mkzctWRrh2FVxTrpXJarHCGEhV0o5lVsxTvpSKs1IYSFXTp209ohWJUkHSGEsKCYiwkYi3GL2WKbdJLi04iPSbF2GEKIYiYzw0js5eI7jHWxTTpXzsVbOwQhRDEVc6n4Pq9TbJOOVK0JIawl5tJta4dgNZJ0hBDCwmIuypVOsZKWnEHs5URrhyGEKKZuXk7EkGm0dhhWUSyTzpVz8TKUgRDCaoyZCjeiiueJb7FMOlK1JoSwtuvFtDFBsUw6Vy9IyzUhhHVdK6aNCYpl0rl1tXj3fSSEsD650ikm0pIzSE3KsHYYQohiLvZKMhnpBmuHYXHFLunEX5deCIQQ1qcYFW5EFL8qtuKXdKTrGyFEEVEcHxItfknnutzPEUIUDdflSufJFydXOkKIIiLhRvE7HhW7pCPVa0KIouJ2bKq1Q7C44pd0pHpNCFFEJMWlYTAUr+5wilXSSU/NJOW2NJcWQhQNigKJsWnWDsOiilXSkao1IURRU9yq2IpX0pFndIQQRcztm5J0nlhyP0cIURTo7TQ4eupwKqfiuvGqtcOxKK21A7AkaS4thHiUVGqwddKidQLFIYN022SS9fHE625wQ32Nq0QSaQwnUUnAWe+Eh96FzrpmNKS6tUO3mGKVdG4XwzbxQljTjxvHcyR8O0bFiF5rS7cGQ6lXuVWOZa/EXmT+tslEXj+LUTHgbOdG78ajCClb11Rm9qZPOXhuCwpQ3qsKIzpOM807Er6D2X9+wid9luBo61zo26KzVaN30qB2NGCwTyPNJpHbulvc0l4nRhXNZSWCK8YonG0c8NC74K6xw0Olw8MIFTIzqJ+egnvKbTySEnBPiMEmMyJrwWnOUDfvdT9JilXSSUvJtHYIQhQbS3d+xaEL23iqUivC/Buwevf3LNg2Gf9SlSnt5p+tfPi1E0TEnKZmhSacjDqAt1sA3//xIWO6foe3WwBnLx/hwLnNtKzeGxd7N5bsnMHWf1bSuEpnDEYD87ZMom2t/gVOOCoV2Dhq0TmD4pBJhm0yKTa3idfe4KYm6+rkshKBVq/grnPCQ2OHu0qLhxH8MtKplZ6CR3I87kmxlEyIQWcsYAvZxJiClX/MFaukk5FW/Hp0FcJadp1aj7dbAC80Hg1AcNk6jPihFSt2fcfrbT/LVv5U1AGCy9ahf7P3+HDB84SUrUtqRjLb/llFr4YjOH/1H9QqDe3rvAjAb/vncOnaKagCP2+egIOtCy2q9zRbpkanxtZZg9rRiNEhjTTbJBJ1ccRprxOjusx11WXSdPG46mxx19jigQZ3g4JPRjpV05LxSIrDI/EmbonXUSuP6HmapOuPZrlFlCQdIUShS01PJj0z1axqTKvW4ubkRdTNczl+JjzmBE1DnzObFuRbi6MXdwJQyac6v+37ieMRe3BxKElKWiIhQdW4aXuWI+HbeXvcJOLLniJWfY1bmmuk6uLQ6NJwV9vggQYPgwGv9HQ80pJwT4zDI/E6rkmxqLDy2PUpt6y7fgsrVkknU5KOEBYREx8FwPFLe9hzZiMJyTcZ9OxHONo4cyU554NsfNIN/j61jj8OLSAxNYGtJ5dTrUpdEjJukl4nEgdtGmXOlOXb9e8C4FzKgaCXopk44CuaPOPDuR3TWLIhCr0W3n1az4eNbC22vQ8lPREMmaApHofjYtVkOiO9eHU3IYS1uTp60OPpYab3KrUKlQqcyquwq5IGNW9wu95ZbjTch4KCa4iG5z6ui7ObLV5lFLbsXIPKmESX5Km8dHoy189EsKirHXsHOmCTmMy+d5dASirfV73J4g1RDKujY2ZbW8ZtTScy/jE6yUyNs3YEFlM8UitgyDCiGK18GS3EE0qtVmHjrMlqKmyfjm9lV1gBnlVdqPCCFjZAUo1t3D4Sia0DlPb5Hx4pt3FPuonHtRhsMlP50QledohieOJ1thhSGeht5NPzoMGA341w9sYYcLFR0aOKDoC6PipWnjTway87xm1NQwVMa20HwMBfU1l1KpOhdTXW2ykFkZYADu7WjsIiik3Skfs5QjwYna0GvbMatcN/TYWNNrdBH4+ijUPR3EBRxeJoSMc9LQWP5Dg8kmJ5Rwc39m7irZp7GAN0Pr+TRTFptCinocWZv7Ktp14ZDZvCDQx/Kuu9okBCGtT2zqqQqeimJjlD4dAVA36uav44b6SKh5qnfLX0WZGCSvXfshQFMh+nio20RGtHYDHFJ+kUw7HIhciLSgU2Tlp0/z7IaLBLRWWTiFqfCNpY0NxApb6OgzEej9Rk3JPjKJV4kxKxN9Ao9/97eqm6ji/3ZlD/xyQAui3N6tiyb5gegPLTb1PKQcWugY4ADK6lp+ncZDwnJxCTDG9uyCofViorm5SwU/FzJzvaLEzmamJWrcVzIRpGbUjl5Vo6Ju7IoMRnCdxOB4MC7Ss9Roe39CRrR2Axj9G38nDkSkcUJ1q9Gpt/mwpjn47GNhmtPhG1Lg615iZqVQwarlEyLR6PpPisllzXCrcl1/TWduyJNrArKutvT6+Buj5qXl+fQvPyGm6mKGZXJ36uaowKxNzTW9W3BzLpWDmTlhW0lHdTcytZQa+BQdV1fPxXBhXd1Owd5MD03RnEpYEK0KnB2UbFY8NQfHqaLjZJJ1OudMSTQAU2DllXJ1oHAzq7VLS2iei0CWg1N9GorqFTrmBviMEjKQ732zE4x8ZbLVwFeL22jq/3ZbD4OTs6VNJSZmoiPx3KIO5t84c4/V3VKGOdWfRPBi+uTmFpNzvaBuqoMTORHRFZSefUDSPVSmvYPdCBtEyFnw5n0CdMx7lYIyoVDKujZ3prW2rPSmRPlIH2lR6TtlKZ6daOwGKKTdKRKx1R1Gm0KmyctegdjdjYZ2Bjk4xel4BeexOd6jo6JRq9IQq3lBt43I7BPjERivCtgHSDwoHLRt552oav92U9pa9WqWheTmu6+rnXL8cyeHFNCou62tGmopZNFzI5fdPIpOZZh6rQUmrO3DQQEW/ki7/TMCrQoZKWs7FGUjLhk6Y2AGQYIBMtis4B1FoUtQ5Fo0NRazGqdSgqHcZ//29UaTGqtBj+/TdTpcOg0mBQ6TCgIVOlIxMNmWjIQPfvv1oy0JChZP0/XdGQ/u/7dKOGNEVDupL1b5pRQ5qiJtWoIc2oJtWoJc2oIsWoIdWoJtWg5t3MEBpb5FuxPkk6QliAjYMGWycVdvYGbG1TsNUnYqOJxVZ9HRtjNHpjJI5pEVl9cqWnQhE48VVQgUYPGi2KWm86eBvVdx281XcO2FkHcYMq6yBuQMOZ66kYlLWcdagJ7GCXUo10pQyJLic4l3CDF/b6EROXxKgXO5GOhk27jzNj1Qq6dW5D95UbychIRa1W07ZLN3bVacoWo4Y0Fw1hbbYRMmcdSQkpVGnVh1He7fh73XhUugsEbGhA/LkDZCbc5uXUIYy43cDauzFfkg2PyRVZIVApilIs2hGf3X+NDT8ct3YY4gmj1qiwd9Jg72jE3i4de30idto47FXXsTVewdYYia0hEpfUG+hQss6475x53znLNv1710H731emSouB//7NQEPmv+/vnGWbn3GrSVf+PfO+c5ZN1tl3qlFtOvNONapN/6YaNSQbss64U41qkg1qUowaMowPd08k6dQObqzO3t2Nzr0sKp0tupJlyIy/htfzWWWuLnybtMh/ctjJWjx7jMe2bBgAiqJwbcEYnJ96DvsKdUg8tonks7uwD6zPzbVTUds54VClGcknt+Hzyo+otLqH2g5L+Or56rQL87Z2GBZRbK50ivo9ndT0ZH7bN5sjF3eQmBKHr3sFnqv/On6lKgOQlpHC6j2zOHpxJ0mpCZR08qJRaBeeCW6f6zIPX9jOH4cWciMhGoPRgIeLD83CulEnsIWpzJ9HlvDn4cUAtKjWg2ZVu5vmXbx2ksU7pjOq89do1I/J8w4WolKDnaMWW3sVqCDDoCUuUcctHFAULxSC/r0lb72b2fp/X04F+ZCKQjsqZIa24eU1k3m9+6fUrNzINH3WqvEkpybyRtdPzD/w4qwcl/PTmgnE7l3NqMAm/00c+CMAt5PjGP/3Yj4d8C2XrpxmjXdlxg76CYChx7cwKCmRMp4VCmeDHqEKxmJzKC4+SUelKtotWRZum8LlW+H0a/IOLg4l2Xv2T2asfYv3u/+Iq4MHy//+ljOXD9G36TuUdPLiZOR+luyYjot9ScL86+e4THtbJ1rV6I2naxk0ah3/ROxi/tbPcbRzJbhMbaJvnmft/jm82upTUBS++/09KvvWwqdkOQxGA4u2T6NXwxGScHKgGCE5IZPkBGtHUrSV8ajIkX92U8m1NgBGxcjxc/toGNKJxKv5G1QxPTmD1OTUHMvP3TyFRiFd0Cc7khybQkZahqlcZmYmSdeTSVSK/uCNeqVoH58KU7GpSNToiu6mpmemcTj8LzrVfZkK3mF4uPjQtlY/PJy92X78VwDCrx2nbuCzBHpXo6STF08Ht8OnZHkuxZzKdbmB3tWoGvA0XiX88HDxpkloV7xLluPC1awqjGtxkfi4laOST3Uq+dbAu2Q5rsVFAvDnkcVUKB1qutIS4kE0DX2Ov0+tZffpP7h66xKLt08jLSOVpyq1BGDu5s9YvecHU/k/Di3kZNR+biRc5uqtS2w6soS9ZzdSp2KzbMs+GbWfmPgoGoZ0BKCsRyWuxUVwPGIPO078hlqtppRrGcts6ENSaYpP0ik2Vzo6fdE9WzcaDRgVIzqN3my6TmvD+X8TRIBnCMcu7aJe5Va42Ltz9vJhYuKj6FpvcL7WoSgKZ6IPERMXRfm6oQB4uwUQEx9F7O1rAMTEReHt5s/1+MvsPv07Y7p8V4hbKYqjmhWakJgaz9r9c7idfAsf9/K83uYznO3dAIhNjDGrhUjPSGXJ9i+JS7qOTmuDp2sZ+jV5h5oVmpgtNz0zjaU7ZvBi8w9Qq7JOKEs4etCtwRDmb52MVqOjT+Mx6LU2ltvYh6BWF5+kU2waEkSeimXNtMPWDiNXU1YNRaPW0b/ZuzjblWD/uc3M2/o5Hs7efNjzZzIM6fzy1//Ye2YjarUGNWp6NXqTuoHP5rnclLRE3pvfg0xjBmqVmh5Pv0G9yq1N87ef+JUtR5cB0CTsOZ4Jbs+M30bTMKQjRsXAuv1z0ai1PFf/dSp4hz3SfSBEcdXhjWqUCXKzdhgWUWyudLS6onulA9C3yTss2DaZ9+f3QK1SU8a9IrXKNyHixlkAtv2ziovXTvJKy49xc/Lk3JVjLNnxJS72JansWzPX5dro7Xnnue9Jy0jhdPRBVuz6lpLOpQn0rgbAM8HtzRoj7D79BzY6OwI8g/l4cX9Gd/mGuMTr/LTpEz56fn62qzEhxMMrTlc6xSfp6IvuPR0ADxdvhneYSlpGCqnpybg4lOSnjR/j7lya9Mw0ft37I4Oe/Ygqflm9IfqULE/UzXNsOrI0z6SjVqnxcPEBwNe9AlfjIthw6BdT0rlbYko86w/MY3iHqVyMOUUpF1/Ty2jMJCYuCp+S5R7J9gtRnBWnezpF+0hciLRFuCHB3Wx0drg4lCQ57TYno/YR6lcfgzETgzEzWws8tUqNQsG60lUUhUxDzmO4L9/1DU3CulLC0QNFMWIw/tfM3GA0oDyq4XqFKOYel+NTYSg2Vzp6u6K9qSci94GiUMq1DNcTolm1+3s8XctSr1IrNBotFUpXZdXu79FpbXBz9OTclSPsPbORLvVeMy1j7ubPcHFwp2PdgUBWS6CyHoF4OHuTacjgeMQe9p7dSM+n38i2/jstgfo0GQOYtwS6lXj9sWoJJMTjxt65+FRbF+0jcSGysS/am5qansSavT8Ql3gDe1snqgU8Q/vaL6L5dwjbF5u/z+o9P/Dzpgkkp93GzcmTdnVe5Om77sdISyAhHkMqsCtGSafYtF4DmDl0K5kZUkUkhCg67Jx0vDj5GWuHYTHFpyKRon+1I4Qofuydi1cNQvFKOg5Fv+M/IUTx4uBSfKrWoJglHVtJOkKIIqY4NSKAYpZ0pHpNCFHU2LtI9doTy8G1eH25Qoiiz16q155crqXsrR2CEEKYcZArnSeXq6ckHSFE0SL3dJ5grp521g5BCCHMSPXaE8yppB1qbfHpWE8IUfRJ9doTTK1W4eIhVWxCiKJBZ6tBZ1O0h10pbMUq6QC4lpIqNiFE0eBYDFvUFrukU8JLrnSEEEVDSR9Ha4dgccUu6bhIs2khRBHhUdbJ2iFYXLFLOiWk2bQQoojwKCNJ54knz+oIIYoKudIpBuyc9NIHmxDC6hzdbLB1LH6dEBe7pANytSOEsL7iWLUGknSEEMIqimPVGhTTpFMcmykKIYoWSTrFiE+gq7VDEEIUc5J0ihH3Mk7o7aQxgRDCOuxd9MWuz7U7imXSUatVeFdwsXYYQohiqrhe5UAxTToA3oElrB2CEKKYKq4t16AYJx25ryOEsBa50imGPOS+jhDCSkr5OVs7BKsptklHJfd1hBBW4ObtgGOJ4tmIAIpx0gHwqST3dYQQluUf6m7tEKyqeCcdaUwghLAw/zBJOsWWu6+jdP4phLAYW0cdXgHF934OFPOko1KrKF3B1dphCCGKCb+QkqjUKmuHYVXFOumANJ0WQliOX2hJa4dgdZJ05L6OEMIC1BoVfiGSdIp90nEv41ismy8KISyjdAVXeTYQSTqoVCoq1vK0dhhCiCecv1StAZJ0AAisK0lHCPFoFfem0ndI0gHcfZ1w83awdhhCiCeUq6c9rqVkxGIAq1UwGgwGMjIyrLX6bALruXP4zxRrhyHEYy0zTSEzVbF2GEWOVK39xypJJzExkaioKBSl6Pw4bb0VQttLX2xCPCgFUIwKcVFpROxPJSO56Px9W1tx7/rmbhZPOgaDgaioKOzt7fHw8EClKjoPSsVfTyYz3WjtMIR4TClkGjOxd7yFfUkt/6y+jSJ/Ttg56yktnQubWDzpZGRkoCgKHh4e2NnZWXr1eVJc1dyOTbV2GEI8tnTYoHHRkpKcht5RTVqCZJ3KT3mh1sjt8zustieK0hXOHTb2Wih6YQnxWFGhQgUUwT9xqwiqX9raIRQpkn7votaosbGVh7eEEIWjdAUXSnhJy9i7SdK5h42DztohCCGeEEH1va0dQpEjSeceNnbaAlX9TZ46kaatn853+YjIS3j6u/DP8aMPEl6hL0fkX+cebXn/o7fzXV6+o+JNb6uhQs1S1g6jyJGkcw+VWoWNvZYXXupBz75dciyze+/fePq7cPzkPwx+eSjLFq55pDENG/ka/QY9bzbNx9uXY3vPULlS8CNdd14WLV2Ap79Lttf8RT9bLSaAWg1Cc4zrzmvYyNceaLk/zZzH2yPfy3f5ovAdCeupUNsTnY3G2mEUOXIDIwe2jjqe796Hl17rw+Ur0XiX9jGb/8vSBVQLq05IUBUAHKxQZavRaChVyvrd9zg5OfP3pv3m05yzD1KVnp6OXq+3SEy/r9mC0WAAYN/BPbz4ah/+3nwAJ0cnAGxtbc3KZ2RkoNPdv1q1hKtbgeIoKt+RsI4qDX3uX6gYkiudHOhttbRp1ZaSbu4sWrbQbF5SUiK/rlvF8937ANmr14xGI1OmT6LaU0GUCfSgaeun2bz1z1zXZTAYGP7W69R6OhS/Sp7Ub1qT73/61jR/8tSJLF6+kN83rjWdqe/ctT3Hqpu/d++gZccmlAn0ILR2IB9/NpbMzEzT/M492vLuuLcYP/EDKlX1o0qtikyeOtE0X1EUJk+dSI36IZQJ9CCsTiXeHfdWnvtKhYpSpTzNXna2dqb9Mn/Rz9R6OpSylbKqGaKiI+k7sBcBwd6Ur+LLoNf7EXM9xmx7m7Z+moVL5lGjfggBwd6Mef9NDAYDX303jSq1KhJcszxTv5qca0zuJd1Nsbi6lDCblpqWSsWwsqz6dTmdurehbGAplq9aQuytWF4Z+iJV61bGv7IXjVrWY8XqZWbLvbd6rVaDUKZ9/QVvjH6dciE+1KgfwtyFs03z7/2Odu7ajqe/C3/t3Mqz7RvhX9mLtl1acO78WbP1/G/GZIJrlqdciA8jxgzh48/GFqgKV1hf6QoueJRxsnYYRZIknVw4u9nRvWtPFi9bYNZzwpq1qzAaDHTu8FyOn/v+p2/59oevGPvux2xZ/zdNGjal76CeXAg/n2N5o9GIt5cPP3zzM3/9uYc3h41hwuTxrP5tBQCDXx5Kh7adadqoOcf2nuHY3jPUrlk323KuXL3M8wO6UT2sBpvX7WTSJ//jlyXzmDrD/OC8ZPkv2Ns5sH7VZj58ZzxTvpzEtu2bAfht/Wpm/vQNkz+dxq4tB5nz/UKCHqJqKPzSBdauX8Ps7+azad0OjEYj/Qb1Ii7+FqsWr2XJvFVcirjIK0MGmH3uYkQ4m7du5Jefl/Pdlz+ycMk8eg/oxuWrl1m1eB0fjPmIz774hAOH9uey5vv7ZNI4Br34Kts37aVJo2akpaVSNbQaC35awtYNu+jTqz9D3nyZg4cP5Lmc72Z9RbWwamxa+xf9X3iJMe+/mS2J3Gvi5I8Z996n/PHrVrRaLcPfet00b9mqJUz/6gs+GPMRG3/dhq93GX5e8NMDb6ewjtDGvtYOociS6rVc2Djo6N2zL1/P/JK/d++gQb1nAFi0bAFtW3fA2TnnJ4y/nTWDIa++YUpKH7wznh27t/P9T9/w2cdTspXX6XS89ea7pvd+Zfw5cHAva9aupGO7Ljg4OGJna0d6enqeVTWz5/2AT2kfJo7/Imu4hgqBXIu5wsefjWPkG2NQq7POL4IrhzBqeNbZermA8vw493v+2rmNRs80JfpyFKU8StHw6cbodDp8fcpQo1rNPPdTwu14AoL/a6HjYO/AP/uzDroZGenM+N9M3EtmdQGybftmTp4+wb7tR/HxzvqjnPG/mTRsUZdDRw5QvWrWuoxGI9M+/xpHRycqVaxMg6ee4dyFsyycswy1Wk2F8hX56rtp7Nz1FzWr18ozvty8/OJg2rbqYDZt8MvDTP8f2P8Vtvy1iTVrV+S5D5o1eZYBfQYBMPS1Ecz86Rt27vqLCuUr5vqZd0Z/QP2nnjZ9pveAbqSmpmJra8uPc2byfI8+9Or+AgAj3xjD1u2bSUpKeqDtFJbn4GpD+eoe1g6jyJKkkwuVSkVY9SrUrlmXX5bOp0G9Zwi/eJ7de/9mxS+/5fiZ27cTuHrtCnVqPmU2vU7Npzh+8liu6/pp7ix+WTKP6MtRpKSmkpGRTkhwaIHiPXvuNLVq1DFreVen5lMkJSVy+Uo0vj5lgKykczdPDy9u3LwBQPs2nfj+p2+p07AqTRo1o3njZ3m2eWu02tx/Jo6OTvz52zbTe5X6v4tnX58ypoQDcObcGbxL+5gSDkClipVxcXbh7LkzpqRT1rcsjo7/VU14uJdCo9GYEuedaXfifhDVwqqbvTcYDEz/egqr167k6tXLpGdkkJ6ehv19es24e3+qVCpKuXveN67gylVM//f0yDqRuHHzOr4+ZTh/4SwD+gw0K1+9ak12/P1XvrZLWF+Vht7SA0EeZM/kwc5RR+8efflt/RoSE2/zy9IF+PsFmM5SC8PKNcv46NP3eb5HHxbPXcnmddvp+VxvMtIfTQ/cWq35DXOVSoVizOqqxMfbl52b9/PZx1OwtbVjzAcj6di9dZ69gatVagL8y5te/mUDTPPs7R6shUVOMeY0zWh88C5W7O3Mu5n/euZ0Zs3+lqGvDmfFL7+xed12GjdsRvp9vocHiUt3VxK/c5LwMNsiig6NVk3w09KAIC+SdPKg1qjp3qM7arWaFauXsnTFInp1fyHX53icnJzx8izN3gO7zabvPbCbShUr5/iZvQf2UKtmHQb0GURolaoE+JfnYkS4WRmdXofBaMgz1ooVKrH/4F6z+097D+zG0dEpW+u7vNjZ2tGyeWsmjPuclYvWsv/gXk6ePp7vz+clsEIgl69EE305yjTt9NlTxCfEE1ixUqGs40HtPbCHli3a8FznHoQEh+JXNoAL4ecsHkf5chU5dPSg2bTD97wXRVfFOp7YO1umlebjSpLOfZTydqNju858+vlHXIu5Ss/neudZfvDLw/jqu+ms+nU5586f5ePPxnL8xDEGDcj52ZBy/uU5cuwwW7b9yfkL5/hsyiccPnrIrEwZ37KcPHWcc+fPcjP2Zo5XHgP6DCT6SjTvjh3N2XNnWL9hLZOnTuTVl143q5bKy6KlC1iweC4nT5/gYkQ4y1Ytxs7WDl+fsvn6/P00fLoJQZWCGTx8EEf/OczBwwcY+uYr1K/7NNXCahTKOh5UOf/y/LVjK/sO7OHMudOMevcNrt+4bvE4Xur/Cr8snsfiZQu5EH6e/82YzIlTx6Ufs8eAWquidht/a4dR5Mk9nfvQaNUM6P8iCxfPo3mTZ/HyzLvzvkEDXuX27QTGffo+N25eJ7BCZebOWkS5gPI5lu/7/AD+OX6Ul4e8iEoFnTs8R/8XXjJrZv1Cz/78vXsHz3ZoTFJSIit++Y0yvuaJoLSXNwtnL+WjiR8wv00DXF1K0Kt7H0YMHZ3vbXV2dmHGt1MZ+8l7GAwGgioFM/fHRbiVKNjzKblRqVT8POsX3h37Fh27t0GtVtO0UTM+HZd782dLGTF0FJciLtKjbxfs7Ozo06s/rVu0JeF2gkXjeK5TdyIiLvLRhPdJTUujQ9tO9Oj6PIeO5N2KTlhfcANvnN2LVs/5RZFKsfBIaqmpqYSHhxMQEJDtIb2iKjPDSOzlRGuHIYqpbi90pJSHJ19P/d7aoeRLRmY60VciOfZrPKnxxeNelVav5oWP6+HgYmPtUIo8udLJB61Oja2DjtSkojO8tngyJackM3fBTzRu2AyNWsPKNcv4a8dWlsxfZe3QRB5CG/tKwsknSTr5ZO+il6QjHjmVSsWfWzYw7asvSE1Lo0K5Cvz03TwaPd3E2qGJXOjttNRo6WftMB4bknTySavTYGOvIy1ZEo94dOxs7Vi24NF2ICsKV/UWZbCVIVHyTVqvFYCDizSFFEL8x85JR1jTMtYO47EiSacAtHoNdk6SeIQQWWq28kcvow0XiCSdAnJwtUGtkYcmhCjuHEvYyPAFD0CSTgGp1SocXKWVihDFXe22AWh0cggtKNljD8DWQScjAgpRjLl62lO5npe1w3gsSdJ5ACqVCscSj8eDrUKIwlenXYD0JP2AiswdMP+311p0fRc/a/tQn9fZaLBz1JGS+Pg2oR428jXiE+L5eVbW6Kide7QlJDiUT8Z+BmSNjDnoxdd45aXB911WQcoK8TgrXcGFCrVKWTuMx1aRSTqPIwdXG1KTMxk64lWzg/eT4vc1W7C3t79/wQKWFeJxpdWpadonKNee5sX9SdJ5CGqNGscnuFHB3QOwFWZZIR5XtdsH4OopJ1cPQyolC2DZsmWEhoZiZ2dHyZIlad68OR989C6Lly/k941r8fR3wdPfhZ27tgMQfTmKQa/3o2JoWSpV9aPvwF5ERF4yLW/YyNfoN+h5vpj2GcE1ylG+ii+j3x1Oenp6vuIxGo189d006jaqRplAD2rUD2HqV//12Hzi1HG69GqHXyVPKlfzZ+Q7w0hKyn/HpbUahDLzx28AUBSFyVMnUqN+CGUCPQirU4l3x72VY1mAqOhI+g7sRUCwN+Wr+DLo9X7EXI8xzZ88dSJNWz/N0hWLqNUglAqhZXh5yAASE2+byvy6bhWNWtYzxf9c7w4kJcuwzcI6Svk5Ua154QzzUZzJlU4+XblyhV69evH555/TuXNnbt++zfbt2+nbty+XLkYQe+MW0ydnHXRdXUuQkZFBz75dqFmjNquXrker1TJ1xmR69evKlt//Rq/Pesh0+9/bsLGxYcWitURGRfDG6MGUKOHGu6M/vG9Mn04ax/xFPzP+g4nUrf0U12Kucfb8GQCSkpPo2bcLtWrU5vc1W7hx8zpvjhnKOx+O5ssp3xZ4+39bv5qZP33DzC9/olJgZWKux+Q6BLfRaKTfoF44ODiyavFaMjMNvPPhSF4ZMoCVi/+7d3cxIpz1G35j3k+LiY+PY9Dr/fny26m8O/pDrsVc5dVhL/HB2+Np07IdiUmJ7Nn3N1i2U3QhgKyxcpr2DUKtlmq1hyVJJ5+uXLlCZmYmXbp0wc8vq3O/0NBQABwc7UlJTqFUKU9T+WUrF2M0Gpk66StT/e/0yd8QGFaWv3dnDYUMoNfpmDb5a+zt7KkcGMSYEe/y0cQPeXvk+3kOvpaYeJtZs79jwvjJ9HjueQD8/cpRt3Y9AFasXkpaWioz/jcTB/usYaMnjv+CPi/14P23P6KUR8FuhEZfjqKURykaPt0YnU6Hr08ZalSrmWPZ7Tu3cvL0CfZtP4qPty8AM/43k4Yt6nLoyAGqV836nNFo5MsvvsXR0QmAbl16sH3nNhgN12KukpmZSdtW7U1jBwVXDilQzEIUlpqt/Cnp42jtMJ4IUr2WT1WrVqVZs2aEhobSrVs3Zs2axa1bt0zzNTo1qrvOgo6fPEb4pQuUC/EhINibgGBvKlXzJzUtlYuX/huOOjioCvZ2/9UR16pRh6SkRLMhnXNy5twZ0tLTeKZBoxznnz13huCgUFPCAahTsy5Go5HzF84WePvbt+lEamoqdRpW5c23h7Lu91/JzMzMNTbv0j6mhANQqWJlXJxdOHvujGlaWd+ypoQDUMrDixs3s0brDAkK5ZkGjWjcqj4DB/dl3i9ziIv/b38LYSklfRyp2Vp6kS4sknTySaPRsHHjRtavX09wcDAzZsygUqVKhIdnJRCVSoWT23/P7iQlJRFWpRqb1203e+3acoAuHbs9dDyWHgDPx9uXnZv389nHU7C1tWPMByPp2L11jkNn55dWa94zr0qlQjFmVZ9pNBqWzl/NL3OWEVihMj/+/D31m9biUuTFh9kMIQpEpVbRtG9lNPJMTqGRPVkAKpWKBg0a8NFHH3Ho0CH0ej0rV65Er9djMBiwddBh65h1IA2tUpXwi+dxL+lBgH95s5ezs4tpmSdO/kNKaorp/YFD+3BwcDS7SshJOf/y2NnaZVVH5aBihUBOnDxmduN974E9qNVqyper+EDbb2drR8vmrZkw7nNWLlrL/oN7OXn6eLZygRUCuXwl2uxq7fTZU8QnxBNYsVK+16dSqahT6yneevNdNq3djl6nZ/0fvz1Q7EI8iGrNy1DKz9naYTxRJOnk0549e5gwYQL79+8nIiKCFStWcP36dYKCgvD39+fo0aOcPn2aNEMiRgx07dQdN7eS9B30PLv3/s2lyIvs3LWdd8e9xeUr0ablpmdkMOKtIZw+e4o/t2zg86kTebHvoDzv50DWlc6QV4fz8cQPWbL8Fy5eusD+g/tYsHguAF07dcfGxpZhI1/l5OkT7Pj7L94dO5punXsW+H4OwKKlC1iweC4nT5/gYkQ4y1Ytxs7WDl+f7K15Gj7dhKBKwQwePoij/xzm4OEDDH3zFerXfZpqYTXytb4Dh/Yz7esvOHz0IFHRkaz9fQ03Y29QsXz+k5YQD8PV05467QOsHcYTp8g0JHjYHgIeNWdnZ/766y+mTZtGQkICfn5+TJkyhdatW1OrVi22bt1KrVq1SExM5M8NfxJWqQ6rF6/n48/G8uKrL5CYmIiXV2meadAIp7vuYzxTvxHl/MvTqXtr0tLT6dyhK6OHv5OvmN4c9hYarYbP/zeBqzFX8CzlRd/nBwBgb2fPorkreP+jMbTq0AQ7Ozvatu7A+PcnPOD2uzDj26mM/eQ9DAYDQZWCmfvjItxKuGUrq1Kp+HnWL7w79i06dm+DWq2maaNmfDpucg5LzpmTkxO79/zN9z99S+Lt2/j6lmHce5/SrEmLB4pfiIJQqaBpn8poddLHYmFTKYpl26CmpqYSHh5OQECAxe9LWFLK7XRux6bmWebebmiEeBJkZKYTfSWSY7/GkxpvtHY4DyS0iS8NewRaO4wnklSvPSJ2Tnps7IvMhaQQIp/cyzhSv3N5a4fxxJKj4iPk5GZLRloyRkPBz/aioiN5pkXdXOdv37gHXx8ZJleIwmTrqKP1q6Fo9VKt9qhI0nmE1Bo1Lh623LqanOP8vHoG8PIszeZ12/OcL4QoPCq1ipYDQ3AuaWftUJ5oknQeMZ2NFgdXG5Li0gr0Oa1WS4C/XOILYSn1u5THt3L2hjGicMk9HQuwd9ajt5X8LkRRFVjXUzrztBBJOhagUqlwKmkrnQUKUQR5lHWiSe/K1g6j2JCkYyEarRpnDzuQvCNEkWHnJA0HLE2SjgXpbbVyk1KIIkKtVtFyYBWzPhPFoydJx8JsHXQ4lnhyRxsV4nFRv2sFfCqVsHYYxU7Rubs9zuX+ZQp1ffGWXd9d7J1tMGQqpNzO3wihT4Kdu7bTpVc7zhy5hIuLq7XDEcVcpae8qNpMnnOzBrnSsZBx48ZRrVo103vHEjbY2Oty/4AFdO7Rlvc/etuqMQhhaaX8nGjcWzqOtRZJOlaiUqlwdrdFZ1u0b2AqipLrYG1CPG6cStrS+tUw6cjTiiTp5FPjxo0ZNmwYb731Fm5ubnh5eTFu3DjT/IiICDp27IijoyPOzs50796da9euATBnzhw++ugjjhw5gkqlQqVSMWfOHFQqFS4e9mh1OX8NUdGR9B3Yi4Bgb8pX8WXQ6/2IuR5jmj956kSatn6apSsWUatBKBVCy/DykAEkJt6+7/YMG/kaf+/ZwazZ3+Lp74KnvwsRkZfYuWs7nv4ubNqykRbtGlIm0IM9+3Zx8dIF+g7sRUitCgQEe9OyQ2O27dhitsy0tDQ+nvgh1esFUybQg7qNqpmGWrhXckoyvfp1pV3XZ4mPj7tvvEI8LHsXPR2HV5N7qlYmSacAfv75ZxwcHNizZw+ff/4548ePZ+PGjRiNRjp27EhsbCzbtm1j48aNXLhwgR49egDQo0cPRo4cSUhICFeuXOHKlSumeWq1CpdS9qjvGZnQaDTSb1Av4uJvsWrxWpbMW8WliIu8MmSAWbmLEeGs3/Ab835azPwfF7Nrz06+/Hbqfbflk7GfUatGHV7o1Y9je89wbO8Zs4HjPpk0jvfHjGPHn3sJDgohKSmJ5k1asGzBGjat3U6TRs3p+1JPoqIjTZ8Z8uYrrPx1OZ+OncT2P/cyecI0s+Gy74iPj6P7C50wGo0smb9K7vGIR87WQUeHN6rh4mF//8LikSo6DQkeA2FhYYwdOxaAihUr8tVXX7Fp0yYAjh07Rnh4OGXKZN2cnDt3LiEhIezbt4/atWvj6OiIVqvFy8sr23I1WjWupey4dS3ZNFzz9p1bOXn6BPu2HzUlgxn/m0nDFnU5dOQA1avWBLKS05dffIvjv2P0dOvSI2s00dF5b4uzswt6nR47W3tKlfLMNv+tN9+l0TNNTe9LuLoREhxqev/2yPdZ98dv/PHnel7q9zLnL5xjzdqVLJm/ikZPNwHAv2z2AbBirsfw8pABlAsox7fTf0Sv1+cdqBAPSWerof2wqpT0drR2KAK50imQsLAws/elS5cmJiaGkydPUqZMGVPCAQgODsbV1ZWTJ0/ma9lavQYXD7us0aOAM+fO4F3ax+zqo1LFyrg4u3D23BnTtLK+ZU0JB6CUhxc3bl5/oO27W7Ww6mbvk5ISGffpezzdrDYVQ8sSEOzN2XOnib6cdaXzz4mjaDQa6td9Os/ldu/TiQD/AL7/ao4kHPHIaXVq2g4OkyGnixBJOgWg05m3NlOpVBiNhTdIld5Wi7N7wR5U02qzx3Tnaulh2NuZV0OM+zTryubd0R+yeul6Nq/bTlClENLTMwCwtc3fQ6/NmzzL7r1/c/rsqYeOUYi8aLRqWr0aik+gPItTlEjSKQRBQUFERkYSGfnf/Y0TJ04QFxdHcHAwAHq9HoPBcN9l2drrcHa3I7BCIJevRBN9Oco07/TZU8QnxBNYsXCae+r0OgzG+8cEsPfAHno+15s2rdoTXDmEUh6eREZFmOYHVQrGaDTy954deS7n/THj6N61F8/17iCJRzwyGq2a1q+F4hdS0tqhiHtI0ikEzZs3JzQ0lN69e3Pw4EH27t1L3759adSoEbVq1QLA39+f8PBwDh8+zI0bN0hLy32oA1sHHe07tyGoUgiDhw/i6D+HOXj4AEPffIX6dZ+mWliNQom7jG9ZDh7eT0TkJW7G3szzqq2cfznW/r6Gf44f5fiJY7z6xkCMyn/ly5bxo0fX5xnx1hDW/fEblyIvsnPXdlb/tiLbssa99yldO3ana6/2ZlWFQhQGjU5NG0k4RVbRaUhgxR4CHpZKpWL16tUMHTqUhg0bolaradWqFTNmzDCV6dq1KytWrKBJkybExcUxe/Zs+vfvn+sybR30rFy5kqFDhtKxexvUajVNGzXj03GTCy3uwYOGMXTkqzRsUZeU1BT2bT+aa9mP3p/A8Ldep13XZ3FzK8mQV4eTeNu8afakT/7HhMnjefuDkdyKi8XH25c3Bo/McXkffzgRg9FA1+fbs3LRWsqXq1Bo2yWKL61OTZvXwigTLOPiFFUqRVEe/gZAAaSmphIeHk5AQAC2ttLR3v2kp2YSH5OChb8mIR5YRmY60VciOfZrPKnxhXfP8360OjVtBodRJkgSTlEm1WtFnN5Wi6unPSoZi0eIXNnYa2k7pKoknMdA0aleK2YWLFjAK6+8kuM8Pz8/jh8/bnqvs9FQwsueuGspGA35O3OMio7kmRZ1c52/feMefH2kw0Px+HP2sKPd62GU8Mr+ILIoeiTpWEmHDh2oWzfnpHBv02wArS4r8cTHpJCZcf8WZ16epdm8bnue84V43JWu4EKbV8OwdbRu57ki/yTpWImTkxNOTk73L3gXjVaNq5c98ddTyEjNuxNOrVZLgH/5hwlRiCKt0lNeNHmhMhqt3CV4nEjSecyo1SpcS9mRcCOVtOQMa4cjhOWpoG6HctRq7W/tSMQDkKTzGLozLEJSnIrkhOIzEJwQWp2aZv2DqVCzlLVDEQ9Iks5jSqVS4VjCFp2NhoSbqYXS9Y0QRZm9s542g8Pw9Jd+1B5nknQeczb2OkroNCTcSCEzPX9d2gjxuCnp60jbwWE4ucmzfY87STpPAK1OTQlPexJvpZGSKNVt4sniH+ZOixeD0dvK4epJUGS+xdCfQ+9fqBAd63esUJc3btw4Vq1axeHDh/NV/uLFiwQEBHDo0CGqVauWY5mtW7fSpEkTbt26haura57LU6lVOJXMGv769s3UbD0YREReovYzYWxau50qIWG5LMVc5x5tCQkO5ZOxn+Wr/KNejihmVFC9RVnqdSovD0c/QYpM0nncjRo1iqFDh1o7DGwddGj1auKvp2DI+O9BUh9vX47tPYOb26PrBHHnru106dWOM0cumY0G+tPMeei08hyFyD/HEjY06xeEb2XpYeBJI0mnkDg6OuLoWDRGJsx6kNSBxNhUUpOymlVrNJocRwi1hBKucuAQ+RdY15OGPSthYyeHpyeRPFWVT3PnzqVkyZLZhiTo1KkTffr0Ydy4cdmqyX744QeCgoKwtbWlcuXKfPPNN3muY926dQQGBmJnZ0eTJk24ePFivmJLSEjAzs6O9evXm6ap1So2bf+d8lV8SElNISLyEp7+Lvxz/L+epP/evYOWHZtQJtCD0NqBfPzZWDIzc3/odOmKRTzbvhHlQnyoUqsirw57ies3skYpjYi8RJde7QAIrOqHp78Lw0a+BmRVr73/0dum5cTF32LIm68QGFYW/8pe9OrXlQvh503zFy1dQMXQsmzZ9idPN6tNQLA3Pft24VrMVVOZnbu207JjE/yDSlMxtCztuj5rNr6PePzYOuhoOagKLQaESMJ5gknSyadu3bphMBhYs2aNaVpMTAxr167lxRdfzFZ+wYIFfPjhh3z66aecPHmSCRMm8MEHH/Dzzz/nuPzIyEi6dOlC+/btOXz4MAMHDuTtt9/Osey9nJ2dadeuHQsXLswWQ6dOnfAOcM/21PaVq5d5fkA3qofVYPO6nUz65H/8smQeU2fkPnRCRmYGY958n83rdzDn+4VERkXwxqisxOLj7ctP380D4O/NBzi290yu93CGjRzMkaOHmPvDItau2IiiKDw/4DkyMv572DUlNZlvZs3gq6kzWb1kHdGXoxj36fsAZGZm0v/l3tSv24Ctv+9k7cqN9OnVH5VK6v0fV2VD3Oj5YR15/qYYkNOJfLKzs+P5559n9uzZdOvWDYD58+dTtmxZGjduzLZt28zKjx07lilTptClSxcAAgICOHHiBDNnzqRfv37Zlv/tt99Svnx5pkyZAkClSpU4duwYkyZNyld8vXv3pk+fPiQnJ2Nvb09CQgJr165l5cqV6PQaXEqZDz89e94P+JT2YeL4L1CpVFSsEMi1mCt8/Nk4Rr4xBrU6+/nI8937mP7vXzaAT8dNomWHJiQlJeLg4IirS9awwO4l3c3u6dztQvh5/vhzHb8t30Dtmll9z30z/Qdq1Atm/Ybf6NC2MwAZGRlM/nQq/n7lAHix3yCmTP8cgNuJCSTcjqdF01am+YEVCmc0VWFZWhsNDbpWoEpDH2uHIixEkk4BDBo0iNq1axMdHY2Pjw9z5syhf//sZ9hJSUmcP3+el156iUGDBpmmZ2Zm4uLikuOyT548ma0D0Hr16uU7tjZt2qDT6VizZg09e/Zk+fLlODs707x5cyCrug3Ayd0OrV7D2XOnqVWjjlnsdWo+RVJSIpevROfYA/WRY4eYPO0zTpz8h7j4ONNIo1GXo6hUsXK+4jxz7jRarZYa1WqZprmVcKN8uQpmo4ja2dmbEgqAp4cXN25mVeWVcHWj53O96dm3Cw2faULDBo3p2K4znqW88ru7RBHgGeBM8wHBuN5zQiSebFK9VgDVq1enatWqzJ07lwMHDnD8+PEcR/9MTEwEYNasWRw+fNj0+ueff9i9e/cjiU2v1/Pcc8+ZqtgWLlxIjx490GrNzyt0+qzeqrU6DRSgNiopOYmefbvg5OjEN9Nm8cfqLcyZOR+AjPTCfzYoW2s3lcqsGfj0L75h7YqN1K5Rh9W/raBek5rsP7iv0OMQhU+tUVG3QwBdRteUhFMMyZVOAQ0cOJBp06YRHR1N8+bNKVMm+xWBp6cn3t7eXLhwgd69e+druUFBQWb3i4ACJ6jevXvTokULjh8/zubNm/nkk09yLKdSqagSFsLy5cvR22lJT8lqPLD3wG4cHZ3wLp29quPc+TPE3orl/THj8PH2BbKufO6m1+sBMBhzH/MnsEIlMjMzOXh4v6l6LfZWLOcvnCOwYsGqyEKrVCW0SlXeeH0kbTo3Z8WapdSqUbtAyxCW5ebtQLN+QZTyk65siiu50img559/nqioKGbNmpVjA4I7PvroIyZOnMiXX37JmTNnOHbsGLNnz+Z///tfjuVfffVVzp49y+jRozl9+jQLFy5kzpw5BYqtYcOGeHl50bt3bwICAnIdrwdg8ODBREZG8v74t7h6K4I/Nq1j8tSJvPrS6znez/HxLoNer+fHn2dyMSKc3zeu438zPjcr4+tTBpVKxcZNv3Pj5g2SkhKzLadcQHlatWjLyLeHsWffLo6fOMbrwwfh5VWaVi3a5ms7L0Ve5JNJ49h3YC+RURFs/WsT4RfPE1g+MF+fF5Zn56ynce9K9Hi/jiScYq7IXOkUdg8Bj4qLiwtdu3Zl7dq1dOrUKddyAwcOxN7ensmTJzN69GgcHBwIDQ1l+PDhOZYvW7Ysy5cvZ8SIEcyYMYM6deowYcKEPBPbvVQqFb169eLzzz/nww8/zLOsj48P69atY/To0cyaNQs3Nzf69hnAiGGjcyzvXtKd6ZO/ZcLkj/hh9kxCq1Rl7Luf0HdgT1OZ0l7evDXiXT6ZNI43Rg+me5defDnl22zLmv7F17z/0du88GIPMjLSeapOfRbOXpbj4HU5sbO159z5syxZ3odbcbF4engxoM8g+vbO/74SlqHVqanWoizVny0r3dgIAFTKvf2lPGKpqamEh4cTEBCAre3j2Xlfs2bNCAkJ4csvv7R2KIUuM8PA7di0+w4SJ0RuMjLTib4SSWKkjjqtKuBY4vH8OxePhpx6FMCtW7fYunUrW7duve+Dno8rrU5DCU97UhMzSIxLw2jI/f6MEDnR6tXYu+gJq1X+sT2xFI+O3NMpgOrVq9O/f38mTZpEpUqWfS6kdevWpq527n1NmDCh0Ndn66ijpI8DTm62qGU4YJEPGq0aFw87XDzsZQhpkSu50imA/HZL8yj88MMPpKSk5DjPze3R9G2mUqmwc9Jj66gjNSmD5Ph0DJly5SPMqdQqHFxssHPSoVKpSE2VcZ1E7iTpPCZ8fKz3xLZKpcLOUY+tg460pAySJPkI7pyU6LB3sTE9fCzE/UjSEfmmUqmwddRj46AjLTmTpPg0s+ETRPGg1mRdAds56lBrpBpNFIwkHVFgKpUKWwcdNvZa0pIzSY5PJzNDqlSedBqdGntnPbb2OhlUTTwwSTrigd2dfNJTMkmKTyczXZLPk0Zno8HeWY/eTis9eYuHJklHPDSVSoWNvQ4bex0ZaZmk3M4gLTkz25DZ4vFx54TCzkmHVq+xdjjiCSJJRxQqnY0WnY0Wo1EhLSmDlMQMufp5jGh06qxGI446aRwgHgm5CygeCbU662azW2kHSng5YOeoz3YfYPLUiTRt/fQjWf/OXdvx9HchPj7ukSz/fmo1CGXmj/l/gLiw9sWDLEelzrqqcS1lT0lvR+yd9ZJwxCNTZK50TlYOsuj6gk6dtOj6ijOdjQadjQZHNxvSUzJJTcokLeXJ7mbn9zVbsLd/tN32e/q7MHvmAtq0bGeaNvjlobzU/5X7flatVqG312Jjr0Nvq5F7NcJiikzSEY+X9PR001AG+XX3vR+jUUFvr0VVwGvtB1mvNbiXdLfKeh0cHHFwyHmeWqPCxk6HjYMWnY0kGmEdUr2WT/7+/kybNs1sWrVq1Rg3bhyQdUD94Ycf6Ny5M/b29lSsWNFsfJytW7eiUqnYtGkTtWrVwt7envr163P69GmzZf7666/Url0bW1tb3N3d6dy5s2leWloao0aNwsfHBwcHB+rWrcvWrVtN8y9dukT79u0pUaIEDg4OhISEsG7dOiCr37jevXvj4eGBnZ0dFStWZPbs2abPjhkzhsDAQOzt7SlXrhwffPABGRkZpvnjxo2jWrVq/PDDD6bOWufOnUvJkiVJS0sz24ZOnTrRp08f8qJWq9DpNWi0apavW0CNBiH4B3kxaEh/EhLiTeWGjXyNfoOeZ+pXkwmrU4n6TWsCsHTFIp5t34hyIT5UqVWRV4e9xPUb13NdX3JKMr36daVd12dNVW7zF/3M081qUzawFA2a1mL2vFl5xnxH2y4t+HiieS/eN27ewKdCSXbt2Qlkr16Lio6k78BeBAR7U76KL4Ne70fM9Zhc13HoyAG6vdCRoOoBVAgtQ6fubTj6z2HT/FoNQgEY8EpvPP1dTO+zVa+pYPp3X1CjfjA+5d15ptlTbN76pynhXLx4EZVKxYoVK2jSpAn29vZUrVqVXbt2mRaR1+9KiIKSpFOIPvroI7p3787Ro0dp06YNvXv3JjY21qzMe++9x5QpU9i/fz9ardZs6IK1a9fSuXNn2rRpw6FDh9i0aRN16tQxzR8yZAi7du1i0aJFHD16lG7dutGqVSvOnj0LwOuvv05aWhp//fUXx44dY9KkSTg6OgLwwQcfcOLECdavX8/Jkyf59ttvcXf/72zcycmJOXPmcOLECaZPn86sWbOYOnWqWeznzp1j+fLlrFixgsOHD9OtWzcMBoNZco2JiWHt2rX5HpLh3LlzLFu2jN9++5Xff/+dE6eO8cGEMTi62WJjpwUVbP97G+cvnGPJ/FXM/2kJABmZGYx58302r9/BnO8XEhkVwRujXstxHfHxcXR/oRNGo5El81fh4uLKslVL+Px/E3hn9Ads37SXd9/6kElTPmXxsoX3jblrp+6s+m2FWeu81b+twMuzNE/VqZ+tvNFopN+gXsTF32LV4rUsmbeKSxEXeWXIgFzXkZiUSI+uz7Nm6R+sW/knAQHleL5/NxITbwNZ1XcA0yd/w7G9Z0zvAVQqsHfWU8LLgfnLfuCrb6bzxZQvOHr0KC1btqRDhw6m38wd7733HqNGjeLw4cMEBgbSq1cvMjOzqkDz+l0JUWCKhaWkpCgnTpxQUlJSzKafqFTZoq+C8vPzU6ZOnWo2rWrVqsrYsWMVRVEUQHn//fdN8xITExVAWb9+vaIoirJlyxYFUP78809TmbVr1yqAaV/Uq1dP6d27d47rv3TpkqLRaJTo6Giz6c2aNVPeeecdRVEUJTQ0VBk3blyOn2/fvr0yYMCAfG/v5MmTlZo1a5rejx07VtHpdEpMTIxZuddee01p3bq16f2UKVOUcuXKKUaj8b7rGDt2rKLRaJSoqCjTtPXr1ytqtVq5cuWKoiiK0q9fP8XT01OJvZagxF5JVK5djM/x9cearP174Xi0cu1ivLLil98UQNnx5z4luHIVpV3rDkrkmeum8v5+Acq30380W8aYke8rtWrUyXUdd17HD5xXtFqtsnrJetO0WjXqKENeHW56X8anrDL+g4nKtYvxypJ5KxWNRqMc/Pu4af5fG/cogPL76s3KtYvxyqg33lZCgkJzXeeVC7cUR0cnZd6Pi03TAGXO9wuV2CuJyu3YFCU1KV358IMPlapVq5r2p7e3t/Lpp5+a7ffatWsrgwcPVhRFUcLDwxVA+eGHH0zzjx8/rgDKyZMnFUXJ+3eVk9z+xoVQFEWRezqFKCwszPR/BwcHnJ2diYmJybVM6dKlgayrg7Jly3L48GEGDRqU47KPHTuGwWAgMNB8dMy0tDRKliwJwLBhw3jttdfYsGEDzZs3p2vXrqb1vfbaa3Tt2pWDBw/y7LPP0qlTJ+rX/++sfPHixXz55ZecP3+exMREMjMzcXY2H+HRz88PDw8Ps2mDBg2idu3aREdH4+Pjw5w5c+jfv3++7xeULVvWrF+5evXqYTQaOX36NF5eXgCEhoZSopQTAEajQkZqJnt272PCxE/458Qx4uLjMP47RHbU5SgqVaxsWl73Pp2oXrUG3381B40m63mTpOQkLl4K580xQxj5zjBTWUNmJk7O9x/V0r2kO42facryVUt4qk59LkVeZP/BvUyeMC3H8mfOncG7tI9pmG+AShUr4+LswtlzZ6hetWa2z8Rcj+GzKR/z9+4d3Lh5A4PBQEpKMleuRmProENrk7Utzu62lPD67ybO3S0EExISuHz5Mg0aNDBbdoMGDThy5IjZtNx+l5UrV87zdyVEQUn1Wj6p1epsDzvefc8DyDbypUqlMh0Mcypz58B8p4ydnV2u609MTESj0XDgwAEOHz5sep08eZLp06cDWaOVXrhwgT59+nDs2DFq1arFjBkzgKyhES5dusSIESO4fPkyzZo1Y9SoUQDs2rWL3r1706ZNG3777TcOHTrEe++9R3p6ulkMDjncoa5evTpVq1Zl7ty5HDhwgOPHj9O/f/9ct+NB3L1etVpFppJOl+4dKFmqBAt/WcCe3XtYsmgpACqNEa3+v5vkzZs8y+69f3P67CnTMpKSkgD44rMv2bxuu+m1bcMu1q38M18xdenUnd/WryYjI4MVq5cSVDmE4MohhbXJDBv5KsdPHOOzTyaz6fct7Nu9j5IlS6KzV+Hsboe9U1ZjisJqDJDX7zKv35UQBSVJJ588PDy4cuWK6X1CQgLh4eGFuo6wsDA2bdqU47zq1atjMBiIiYmhQoUKZq87VwQAZcqU4dVXX2XFihWMHDmSWbP+uznu4eFBv379mD9/PtOmTeP7778H4O+//8bPz4/33nuPWrVqUbFiRS5dupTvuAcOHMicOXOYPXs2zZs3p0yZMvn+bEREBJcvXza93717N2q1Os/xik6dOsXNmzf57LPPaNiwISFVgolLyLp35ljCFrfSDriUykrgn0+eRO/n+9DthY6cu3gGlUpFKY9SeHmWJiLiIgH+5c1efmX88xV3qxZtSE1LY/O2P1m5ehldO3bLtWxghUAuX4km+nKUadrps6eIT4gnKCgIvZ0WrY0GtTYroZTwcmDfwT28OWoE3Xt3oXb9Gji5OnLjxg2z5ep0OgyG3B+8dXZ2xtvbm507d5pN37lzJ8HBwfnazjvy+l0JURBSvZZPTZs2Zc6cObRv3x5XV1c+/PBDU3VNYRk7dizNmjWjfPny9OzZk8zMTNatW2dqWda7d2/69u3LlClTqF69OtevX2fTpk2EhYXRtm1bhg8fTuvWrQkMDOTWrVts2bKFoKCs558+/PBDatasSUhICGlpafz222+meRUrViQiIoJFixZRu3Zt1q5dy8qVK/Md9/PPP8+oUaOYNWsWc+fOLdA229ra0q9fP7744gsSEhIYNmwY3bt3N0uk9ypbtix6vZ4ZM2bw6quv8s8///Dxxx+blblztm5jr2P6jKmotdClRzu2bNlCYMVKjBs3jhFvDqdU6ZI0b9aC1NQ0Dhw8QFzsLQa/OgzFqGA0Kmb/3s3B3oHWz7Zl0pRPOXPuNJ07PIdKrUKl+nfdqqxBzfS2Wlo824KQ4CoMHfUyX3z+P4yKgRFvD6VRo0Y0a90wK047Lep/H9KErO9k3rx51KpVi4SEBEaPHp3tStjf359NmzbRoEEDbGxsKFGiRLZ9NXr0aMaOHUv58uWpVq0as2fP5vDhwyxYsCDf31FevyshCszSN5Ee15uM8fHxSo8ePRRnZ2elTJkyypw5c7I1JFi5cqXZZ1xcXJTZs2crivJfQ4Jbt26Z5h86dEgBlPDwcNO05cuXK9WqVVP0er3i7u6udOnSxTQvPT1d+fDDDxV/f39Fp9MppUuXVjp37qwcPXpUURRFGTJkiFK+fHnFxsZG8fDwUPr06aPcuHFDURRF+fjjj5WgoCDFzs5OcXNzUzp27KhcuHDBtOzRo0crJUuWVBwdHZUePXooU6dOVVxcXEzzx44da3aD+l59+vRR3NzclNTU1Hzv0zvL/OabbxRvb2/F1tZWee6555TY2FhTmX79+ikdO3bM9tmFCxcq/v7+io2NjVKvXj1lzZo1CqAcOnRIUZSc9/fQoUOV0qVLK6dPn1YURVEWLFhg2tclSpRQGjZsqKxYsSLHWI1Go2IwZL2M/77uNARp2LBhtvL3Njy5dOmS0qFDB8XBwUFxcnJSunXrply9ejXbvrjj4MGDSq1atRRbW1ulYsWKytKlS7Mtc82aNUqFChUUrVar+Pn55bgcg8GgjBs3TvHx8VF0Op1StWpVU+MWRfmvIcGd/aYoinLr1i0FULZs2aIoSt6/q5w8rn/jwjJUimLZXhlTU1MJDw83PeshngzNmjUjJCSEL7/80tqhCCuTv3GRF6leEw/l1q1bbN26la1bt/LNN/nva0wIUTxJQwLxUKpXr07//v2ZNGlStpv/ISEhODo65vgqyD0FS5swYUKucbdu3dra4QnxWJPqNfHIXLp0KVuz8js8PT1xcnKycET5Exsbm60niTvs7OzMnisS2cnfuMiLVK+JR8bPz8/aITwQNzc33NzcrB2GEE8kqV4TQghhMZJ0hBBCWIwkHSGEEBYjSUcIIYTFSNIRQghhMZJ0CtHOnTsJDQ1Fp9PRqVOnHKfdGUE0Li4uX8ts3Lgxw4cPf2QxP44Kug8t4c7Iqvl1Z8TOw4cPP9R6C2s5QlhKkXlO5+tXN1syDF7/rmmhL7Nu3boEBgYyceJEHB0dcXV1zTbN3t6e2NhYPD0989UtfWxsLDqdrlCfaenfvz9xcXGsWrWq0JZpSenp6QXah5aQmJhoNrbR/Vy8eJGAgAAOHTqU72SV0/dmMBi4fv067u7uaLVF4wkIeU5H5EWudArR+fPnadq0Kb6+vri6uuY4Ta/X4+Xlle+DpZubW5F9iDI3947DU9gKug8twdHRMd8JpzBpNBq8vLyKTMIR4n4k6RSA0Whk4sSJBAQEYGdnR9WqVVm2bJmpiuPmzZu8+OKLqFQq5syZk+O0nKqGdu7cSePGjbG3t6dEiRK0bNmSW7duAdmr19LS0hg1ahQ+Pj44ODhQt25dtm7dapo/Z84cXF1d+eOPPwgKCsLR0ZFWrVqZxgIaN24cP//8M6tXr0alUqFSqcw+n5uoqCh69eqFm5sbDg4O1KpViz179piWWa1aNX744Qezs9uIiAg6duyIo6Mjzs7OdO/enWvXrpmWeeTIEZo0aYKTkxPOzs7UrFmT/fv3A1m9GbRv354SJUrg4OBASEgI69atA7JXr91vmwEyMzMZNmwYrq6ulCxZkjFjxtCvXz9TNWhevv/+e7y9vbMNyNexY0defPFFs31wh9FoZPz48fj6+mJjY0O1atX4/fffc12HwWDgpZdeMv22KlWqZBqc787yc/recqpe27ZtG3Xq1MHGxobSpUvz9ttvk5mZaZrfuHFjhg0bxltvvYWbmxteXl6MGzfONF9RFMaNG0fZsmWxsbHB29ubYcP+G2FViIchSacAJk6cyNy5c/nuu+84fvw4I0aM4IUXXuDSpUtcuXIFZ2dnpk2bxpUrV+jWrVu2aT169Mi2zMOHD9OsWTOCg4PZtWsXO3bsoH379rkOzjVkyBB27drFokWLOHr0KN26daNVq1acPXvWVCY5OZkvvviCefPm8ddffxEREWEaJXTUqFF0797ddFC+cuWK2bDVOUlMTKRRo0ZER0ezZs0ajhw5wltvvWV2ED537hzLly9nxYoVHD58GKPRSMeOHYmNjWXbtm1s3LiRCxcumO2D3r174+vry759+zhw4ABvv/22aQTL119/nbS0NP766y+OHTvGpEmTcHR0zDXGvLYZYNKkSSxYsIDZs2ezc+dOEhIS8l292K1bN27evMmWLVtM02JjY/n999/p3bt3jp+ZPn06U6ZM4YsvvuDo0aO0bNmSDh06mH1PdzMajfj6+rJ06VJOnDjBhx9+yLvvvsuSJUuA/H9v0dHRtGnThtq1a3PkyBG+/fZbfvzxRz755BOzcj///DMODg7s2bOHzz//nPHjx7Nx40YAli9fztSpU5k5cyZnz55l1apVhIaG5mtfCXE/ck2eT2lpaUyYMIE///yTevXqAVCuXDl27NjBzJkzWbhwISqVChcXF9MAZA4ODtmm3evzzz+nVq1aZj00h4TkPOxxREQEs2fPJiIiAm9vbyDrYPT7778ze/ZsJkyYAGQNo/3dd99Rvnx5ICtRjR8/HsiqBrKzsyMtLS3PgdLutnDhQq5fv86+fftM3cNUqFDBrEx6ejpz587Fw8MDgI0bN3Ls2DHCw8NNI4nOnTuXkJAQ9u3bR+3atYmIiGD06NFUrlwZyBq47O5t7dq1q+lgV65cuTxjzGubAWbMmME777xD586dAfjqq69MV073U6JECVq3bs3ChQtp1qwZAMuWLcPd3Z0mTZrk+JkvvviCMWPG0LNnTyAr6W3ZsoVp06bx9ddfZyuv0+n46KOPTO8DAgLYtWsXS5YsoXv37vn+3r755hvKlCnDV199hUqlonLlyly+fJkxY8bw4YcfolZnnWeGhYUxduxYIGu/f/XVV2zatIkWLVoQERGBl5cXzZs3R6fTUbZsWerUqZOvfSXE/ciVTj6dO3eO5ORkWrRoYdbr8Ny5czl//vwDL/fOlU5+HDt2DIPBQGBgoFkM27ZtM4vB3t7edPAFKF26NDExMQ8VY/Xq1fPsj8zPz8+UcABOnjxJmTJlzIauDg4OxtXVlZMnTwLw5ptvMnDgQJo3b85nn31mtg3Dhg3jk08+oUGDBowdO5ajR4/mGWNe2xwfH8+1a9fMDpwajYaaNWvmcw9kXZUtX76ctLQ0ABYsWEDPnj1NB/G7JSQkcPnyZRo0aGA2vUGDBqZtz8nXX39NzZo18fDwwNHRke+//56IiIh8xwhZ+71evXpm97saNGhAYmIiUVH/DZcdFhZm9rm791e3bt1ISUmhXLlyDBo0iJUrV5pVzwnxMCTp5FNiYiIAa9eu5fDhw6bXiRMnWLZs2QMv994hiO8Xg0aj4cCBA2YxnDx50qz+/04V1R0qlYqHaaSYnxgdHBwKvNxx48Zx/Phx2rZty+bNmwkODjYNkz1w4EAuXLhAnz59OHbsGLVq1WLGjBm5Lquwt/le7du3R1EU1q5dS2RkJNu3b8+1au1BLFq0iFGjRvHSSy+xYcMGDh8+zIABAx5Zo4yc9ted6tIyZcpw+vRpvvnmG+zs7Bg8eDANGzbMtcdwIQpCkk4+BQcHY2NjQ0REBBUqVDB73X02X1BhYWFs2rQpX2WrV6+OwWAgJiYmWwz5rSqDrNZfud0zyi3Gw4cP59rdf06CgoKIjIwkMjLSNO3EiRPExcURHBxsmhYYGMiIESPYsGEDXbp0Yfbs2aZ5ZcqU4dVXX2XFihWMHDmSWbNm5Xv9d3NxccHT05N9+/aZphkMBg4ePJjvZdja2tKlSxcWLFjAL7/8QqVKlahRo0aOZZ2dnfH29mbnzp1m03fu3Gm27ffOq1+/PoMHD6Z69epUqFAh2xV0fr63oKAgdu3aZZZwd+7ciZOTE76+vvnZVCDrRKN9+/Z8+eWXbN26lV27dnHs2LF8f16I3EjSyScnJydGjRrFiBEj+Pnnnzl//jwHDx5kxowZ/Pzzzw+83HfeeYd9+/YxePBgjh49yqlTp/j222+5ceNGtrKBgYH07t2bvn37smLFCsLDw9m7dy8TJ05k7dq1+V6nv78/R48e5fTp09y4ceO+Z7C9evXCy8uLTp06sXPnTi5cuMDy5cvZtWtXrp9p3rw5oaGh9O7dm4MHD7J371769u1Lo0aNqFWrFikpKQwZMoStW7dy6dIldu7cyb59+wgKCgJg+PDh/PHHH4SHh3Pw4EG2bNlimvcghg4dysSJE1m9ejWnT5/mjTfe4NatWwVqdt27d2/Wrl3LTz/9dN+rnNGjRzNp0iQWL17M6dOnefvttzl8+DBvvPFGjuUrVqzI/v37+eOPPzhz5gwffPCBWZKE/H1vgwcPJjIykqFDh3Lq1ClWr17N2LFjefPNN3OsCszJnDlz+PHHH/nnn3+4cOEC8+fPx87O7rEdqkIULUWmIcGjeFizsH388cd4eHgwceJELly4gKurKzVq1ODdd9994GUGBgayYcMG3n33XerUqYOdnR1169alV69eOZafPXs2n3zyCSNHjiQ6Ohp3d3eeeuop2rVrl+91Dho0iK1bt1KrVi0SExPZsmULjRs3zrW8Xq9nw4YNjBw5kjZt2pCZmUlwcHCON8TvUKlUrF69mqFDh9KwYUPUajWtWrUyVZFpNBpu3rxJ3759uXbtGu7u7nTp0sV0M91gMPD6668TFRWFs7MzrVq1YurUqfnexnuNGTOGq1ev0rdvXzQaDS+//DItW7ZEo9HkexlNmzbFzc2N06dP8/zzz+dZdtiwYcTHxzNy5EhiYmIIDg5mzZo1Zo0l7vbKK69w6NAhevTogUqlolevXgwePJj169ebyuT0vfn7+5stx8fHh3Xr1jF69GiqVq2Km5sbL730Eu+//36+t9PV1ZXPPvuMN998E4PBQGhoKL/++qtVnkMST54i0yOBEJZkNBoJCgqie/fufPzxx9YO54kif+MiL0XmSkeIR+nSpUts2LCBRo0akZaWxldffUV4ePh9r1iEEIVL7ukIJkyYYNYE++5X69atrR1eoVCr1cyZM4fatWvToEEDjh07xp9//klQUBARERG5br+jo2OBmy0LIXIn1WuC2NjYXFum2dnZ4ePjY+GILCszM5OLFy/mOt/f31/6NisA+RsXeZG/JIGbm1ueD34+6bRabbYeFoQQj4bVqtcsfIElhLAQ+dsWebF40rnTRPVRd38vhLCO5ORkIHuvB0KAFarXtFot9vb2XL9+HZ1Ol+8H1oQQRZuiKCQnJxMTE4Orq2uBnoESxYfFGxJA1lVOeHh4tvFJhBCPP1dX1yI3yJ4oOqySdCDr4TypYhPiyaLT6eQKR+TJaklHCCFE8SM3VIQQQliMJB0hhBAWI0lHCCGExUjSEUIIYTGSdIQQQliMJB0hhBAWI0lHCCGExUjSEUIIYTGSdIQQQliMJB0hhBAWI0lHCCGExUjSEUIIYTGSdIQQQliMJB0hhBAW83+jfMyoLzDk2AAAAABJRU5ErkJggg==", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Kolmogorov-Smirnov test: D = 0.07529628095404384, p-value = 0.06325138966869581\n", + "Kolmogorov-Smirnov test: D = 0.07529628095404384, p-value = 0.06325138966869581\n", + "Standard Deviation: 3532.945026392838\n", + "25th percentile: 1961.5\n", + "Median: 4148.5\n", + "75th percentile: 7187.5\n", + "KS statistic: 0.07529628095404384\n", + "KS p-value: 0.06325138966869581\n" + ] + }, + { + "data": { + "image/png": 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9Ni5duoQ333wTp06dQseOHUs9pVW3bl288sor+Pjjj3HixAn06NFDOuVb1hqePMX65L8PpVJZKOSX1IcnMjISAQEB8PPzw969e3H8+HF89NFHVfKZAlXz75vBiKgWa968OaZMmYLff/8dr732GjZt2gQAMDY2LtS3wd3dHXl5eVJgAYC7d+8iPj4eLVu2BAC4ubkV6qdRXL+NxxUsZ9asWejTpw/c3d1x7969Z928IhV0Fn78y+Dw4cOoW7cuGjVqVOblvP766zh//jx+/vnnQtOEEEhPT4dKpYKjoyMOHz6sM/3w4cPSZwYAKpUKQ4YMwfr167Fjxw7s3r0bqampADRfDEX1Mylu3z0Ld3f3UmutSIGBgdi9ezd2796NGzduSB3Di6vt2rVruHbtmjTu7NmzSEtLK7a+w4cPY+LEifDz80OrVq1gYmKCO3fu6LQp7vMtUNZ9WBZOTk4YO3YsfvzxR0ydOhXr168v87wKhQItWrRAVlZWudZZmvr16yMpKUl6n5GRgcTExGLbR0REwNnZGR999BE6duwIV1dXXLlyRadNUX8/nuTu7o4TJ07obM/hw4ehVCrh5ub2lFtTMRiMiGqhhw8fYvz48QgPD8eVK1dw+PBhREdHw93dHYDmSpXMzEyEhYXhzp07ePDgAVxdXTFgwACMHj0af//9N06cOIE33ngDDRs2lDogT5gwAfv378fSpUtx4cIFrFu3Dr/++mupRwGsra1Rr149fP3117h48SIOHDiAoKCgStn29957D9euXcOECRNw7tw5/Pzzz5g7dy6CgoLK9TiBwYMHY8iQIRg2bBg++eQTHD16FFeuXMHevXvh4+MjnSL64IMP8Omnn2LHjh2Ij4/HjBkzEBsbi0mTJgEAli5dim3btuHcuXM4f/48du3aBXt7e6kDcpMmTRAWFobk5GTcu3ev1H33LD744AMEBwdjzZo1uHDhApYuXYoff/xR6nxf0f773//CyMgI77zzDl566SWd02RP8vHxQZs2bRAQEIBjx47hyJEjGD58OHr27FnolGABV1dXfPfdd4iLi0NUVBQCAgJgZmam0+bJz7cope3Dspg8eTJ+++03JCYm4tixYzh48GCx+yw2NhYDBgzADz/8gLNnz+LixYv45ptvsHHjxiI7+z+LF154Ad999x3++usvnDp1CiNGjNA5dfUkV1dXXL16Fdu3b0dCQgJWrlxZ6GhlkyZNkJiYiNjYWNy5cwePHj0qtJyAgACYmppixIgROH36NA4ePIgJEybgzTfflE7PyoXBiKgWMjAwwN27dzF8+HA0b94cgwcPxssvv4z58+cDALp27YqxY8diyJAhqF+/PpYsWQJA0w/E09MT/fv3h7e3N4QQ2L9/v3S4u1u3bli7di2WLl2Kdu3aISQkBFOmTCn1YY5KpRLbt29HTEwMWrdujSlTpuCzzz6rlG1v2LAh9u/fjyNHjqBdu3YYO3YsAgMDMWvWrHItR6FQYOvWrVi6dCn27NmDnj17om3btpg3bx4GDBgAX19fAJq+JUFBQZg6dSratGmDkJAQ/PLLL3B1dQWgOV2yZMkSdOzYEZ06dcLly5exf/9+KaR98cUXCA0NhZOTE9q3b1/qvnsW/v7+WLFiBT7//HO0atUK69atw6ZNm9CrV69nXnZRzM3NMXToUNy7dw9vvfVWiW0VCgV+/vlnWFtb4/nnn4ePjw+aNm2KHTt2FDvPN998g3v37qFDhw548803MXHixEL3cXry8y1KafuwLPLz8zFu3Di4u7ujb9++aN68Ob766qsi2zZq1AhNmjTB/Pnz4eXlhQ4dOmDFihWYP38+PvroozKvsyxmzpyJnj17on///ujXrx/8/f3x3HPPFdv+1VdfxZQpUzB+/Hh4eHggIiICs2fP1mkzaNAg9O3bF71790b9+vWxbdu2QssxNzfHb7/9htTUVHTq1An/+c9/0KdPH6xatapCt+9pKERZehCSJCMjA5aWltJhctI/xd3J2kyZj/bWuWjY2BlGxkXfhMxO9XRPa67NRo8ejXPnzuGvv/6SuxQiquGys7ORmJioc4+0AmX9/tafW2YSkV74/PPPpedy/frrr9i8eXOx/zMmIqpuGIyIqEIdOXIES5Yswf3799G0aVOsXLkSb7/9ttxlERGVCYMREVWonTt3yl0CEdFTY+drIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIqoVLl++DIVCgdjYWLlLIaJqjMGISM+NHDkS/v7+cpdRI/Tq1QsKhQIKhQKmpqZo2bKlzl27g4ODpekGBgawtraGl5cXFixYgPT0dJ1ljRw5Umr7+HDx4sWq3iwiKgcGIyKqNnJycuQuAaNHj0ZSUhLOnj2LwYMHY9y4cToPwVSpVEhKSsL169cRERGBMWPG4Ntvv4WHhwdu3ryps6y+ffsiKSlJZ3BxcanqTSKicmAwIqrh/vzzT3Tu3BkmJiZwcHDAjBkzkJeXJ02/f/8+AgICYGFhAQcHByxbtgy9evXC5MmTS1yuQqHAhg0bMHDgQJibm8PV1RW//PJLudbdq1cvjB8/HpMnT4atrS18fX0RHh4OhUKB3377De3bt4eZmRleeOEF3Lp1C7/++ivc3d2hUqnw+uuv48GDB9KyQkJC0L17d1hZWaFevXro378/EhISyv15mZubw97eHk2bNsW8efMKbZdCoYC9vT0cHBzg7u6OwMBAREREIDMzE9OmTdNZlomJCezt7XUGAwODctdERFWHwYioOEIAWVnyDEJUyCbcuHEDfn5+6NSpE06cOIE1a9bgm2++wcKFC6U2QUFBOHz4MH755ReEhobir7/+wrFjx8q0/Pnz52Pw4ME4efIk/Pz8EBAQgNTU1DKvGwA2b94MY2NjHD58GGvXrpXGz5s3D6tWrUJERASuXbuGwYMHY/ny5di6dSv27duH33//HV9++aXUPisrC0FBQTh69CjCwsKgVCoxcOBAqNXqZ/kIYWZmVuqRrAYNGiAgIAC//PIL8vPzn2l9RCQvPiuNqDgPHsDO0VaedWdmAhYWz7yYr776Ck5OTli1ahUUCgVatGiBmzdvYvr06ZgzZw6ysrKwefNmbN26FX369AEAbNq0CY6OjmVa/siRIzFs2DAAwCeffIKVK1fiyJEj6Nu3b6nrVio1/y9zdXXFkiVLpGUmJSUBABYuXIhu3boBAAIDAzFz5kwkJCSgadOmAID//Oc/OHjwIKZPnw4AGDRokE5tGzduRP369XH27Fm0bt263J9dfn4+tm3bhpMnT2LMmDGltm/RogXu37+Pu3fvokGDBgCAvXv3ok6dOlKbl19+Gbt27Sp3LURUdXjEiKgGi4uLg7e3NxQKhTSuW7duyMzMxPXr13Hp0iXk5uaic+fO0nRLS0u4ublJ7z/55BPUqVNHGq5evSpNa9u2rfTawsICKpUKt27dKtO6C3h6ehZZ++PLtrOzg7m5uRSKCsYVrAsALly4gGHDhqFp06ZQqVRo0qQJAOjUWxZfffUV6tSpAzMzM4wePRpTpkzBu+++W+p8QnuU7/Ht7d27N2JjY6Vh5cqV5aqFiKoejxgRFcfcHCk37+iMslOZVtm6q4uxY8di8ODB0vvHjyYZGRnptFUoFOU+dWVRzJGxx5etUChKXdcrr7wCZ2dnrF+/Ho6OjlCr1WjdunW5O3QHBATgo48+gpmZGRwcHKQjW6WJi4uDSqVCvXr1pHEWFhZo1qxZudZPRPJiMCIqjkJR+HSWRRUFowri7u6O3bt3QwghHck4fPgw6tati0aNGsHa2hpGRkaIjo5G48aNAQDp6ek4f/48nn/+eQCAjY0NbGxsKnzdFenu3buIj4/H+vXr0aNHDwDA33///VTLsrS0LHeYuXXrFrZu3Qp/f/8yBykiqp4YjIhqgPT09EI3LqxXrx7ee+89LF++HBMmTMD48eMRHx+PuXPnIigoCEqlEnXr1sWIESPwwQcfwMbGBg0aNMDcuXOhVCp1Tgk9jdLWXZGsra1Rr149fP3113BwcMDVq1cxY8aMCl1HASEEkpOTIYRAWloaIiMj8cknn8DS0hKLFy+ulHUSUdVhMCKqAcLDw9G+fXudcYGBgdiwYQP279+PDz74AO3atYONjQ0CAwMxa9Ysqd3SpUsxduxY9O/fHyqVCtOmTcO1a9dgavpsR8caNmxY6rorilKpxPbt2zFx4kS0bt0abm5uWLlyJXr16lXh68rIyICDgwMUCgVUKhXc3NwwYsQITJo0CSqVqsLXR0RVSyFEBV0XXEtkZGTA0tIS6enp/COop5aFni9yvJkyH+2tc9GwsTOMjE2KbFNlfYxklJWVhYYNG+KLL75AYGCg3OUQEZVZdnY2EhMT4eLiUug/d2X9/uYRI6Ja7vjx4zh37hw6d+6M9PR0LFiwAAAwYMAAmSsjIqp6DEZEhM8//xzx8fEwNjaGp6cn/vrrL9jaynQPJyIiGTEYEdVy7du3R0xMjNxlEBFVC7yulIiIiEjrqYLR6tWr0aRJE5iamsLLywtHjhwpsf2uXbvQokULmJqaok2bNti/f7/OdCEE5syZAwcHB5iZmcHHxwcXLlzQaZOamoqAgACoVCpYWVkhMDAQmZmZ0vTw8HAMGDAADg4OsLCwgIeHB7Zs2aKzjODgYCgUCp3hWa+8ISIiopqj3MFox44dCAoKwty5c3Hs2DG0a9cOvr6+Orfmf1xERASGDRuGwMBAHD9+HP7+/vD398fp06elNkuWLMHKlSuxdu1aREVFwcLCAr6+vsjOzpbaBAQE4MyZMwgNDcXevXtx6NAhnecXRUREoG3btti9ezdOnjyJUaNGYfjw4di7d69OPSqVCklJSdJw5cqV8n4EVGNp79vDCzWJiPRSRVxoX+7L9b28vNCpUyesWrUKAKBWq+Hk5IQJEyYUeUO1IUOGICsrSyegdOnSBR4eHli7di2EEHB0dMTUqVPx/vvvA9DcrM7Ozg7BwcEYOnQo4uLi0LJlS0RHR6Njx44AgJCQEPj5+eH69evFPvCyX79+sLOzw8aNGwFojhhNnjwZaWlp5dlkHbxcX/8Vd7m+AQQ62mTD3s4OFiqrItvUhsv1iYj01d27d3Hr1i00b94cBgYGOtMq5XL9nJwcxMTEYObMmdI4pVIJHx8fREZGFjlPZGQkgoKCdMb5+vpiz549AIDExEQkJyfDx8dHmm5paQkvLy9ERkZi6NChiIyMhJWVlRSKAMDHxwdKpRJRUVEYOHBgketOT0+Hu7u7zrjMzEw4OztDrVajQ4cO+OSTT9CqVatit/nRo0d49OiR9D4jI6PYtqTf8qHAzQdKGN25DQAwNjHVPBbkMY8dxCQiompCCIEHDx7g1q1bsLKyKhSKyqNcwejOnTvIz8+HnZ2dzng7OzucO3euyHmSk5OLbJ+cnCxNLxhXUpsGDRroFm5oCBsbG6nNk3bu3Ino6GisW7dOGufm5oaNGzeibdu2SE9Px+eff46uXbvizJkzxT67adGiRZg/f36R06jmuZZtDCAHufkpMCjikRj3zYwKz0RERNWClZUV7O3tn2kZNfJy/YMHD2LUqFFYv369ztEgb29veHt7S++7du0Kd3d3rFu3Dv/73/+KXNbMmTN1jnhlZGTAycmp8oonmSlwLdsEN7MFjJUCgO6Z5pEtXeQpi4iISmRkZPRMR4oKlCsY2drawsDAACkpKTrjU1JSik1o9vb2JbYv+JmSkgIHBwedNh4eHlKbJzt35+XlITU1tdB6//zzT7zyyitYtmwZhg8fXuL2GBkZoX379rh48WKxbUxMTGBiUvTjIajmyocCD9WFjxjxKkYiopqtXFelFdwVNywsTBqnVqsRFhamcyTmcd7e3jrtASA0NFRq7+LiAnt7e502GRkZiIqKktp4e3sjLS1N5yZ0Bw4cgFqthpeXlzQuPDwc/fr1w6effqpzxVpx8vPzcerUKZ1ARkRERLVXuU+lBQUFYcSIEejYsSM6d+6M5cuXIysrC6NGjQIADB8+HA0bNsSiRYsAAJMmTULPnj3xxRdfoF+/fti+fTuOHj2Kr7/+GgCgUCgwefJkLFy4EK6urnBxccHs2bPh6OgIf39/AIC7uzv69u2L0aNHY+3atcjNzcX48eMxdOhQ6Yq0gwcPon///pg0aRIGDRok9T0yNjaGjY0NAGDBggXo0qULmjVrhrS0NHz22We4cuUK3n777Wf7FImIiKhGKHcwGjJkCG7fvo05c+YgOTkZHh4eCAkJkTpPX716FUrlvweiunbtiq1bt2LWrFn48MMP4erqij179qB169ZSm2nTpiErKwtjxoxBWloaunfvjpCQEJ3TFlu2bMH48ePRp08fKJVKDBo0CCtXrpSmb968GQ8ePMCiRYukUAYAPXv2RHh4OADg3r17GD16NJKTk2FtbQ1PT09ERESgZcuW5f0YiIiIqAYq932Majvex0j/FXcfo7KY8mLzCqyEiIiqSlm/v/msNCIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiItBiMiIiIiLQYjIiIiIi0GIyIiIiKtpwpGq1evRpMmTWBqagovLy8cOXKkxPa7du1CixYtYGpqijZt2mD//v0604UQmDNnDhwcHGBmZgYfHx9cuHBBp01qaioCAgKgUqlgZWWFwMBAZGZmStPDw8MxYMAAODg4wMLCAh4eHtiyZUu5a6mNloWef+qBiIioJil3MNqxYweCgoIwd+5cHDt2DO3atYOvry9u3bpVZPuIiAgMGzYMgYGBOH78OPz9/eHv74/Tp09LbZYsWYKVK1di7dq1iIqKgoWFBXx9fZGdnS21CQgIwJkzZxAaGoq9e/fi0KFDGDNmjM562rZti927d+PkyZMYNWoUhg8fjr1795arFiIiIqq9FEIIUZ4ZvLy80KlTJ6xatQoAoFar4eTkhAkTJmDGjBmF2g8ZMgRZWVk6AaVLly7w8PDA2rVrIYSAo6Mjpk6divfffx8AkJ6eDjs7OwQHB2Po0KGIi4tDy5YtER0djY4dOwIAQkJC4Ofnh+vXr8PR0bHIWvv16wc7Ozts3LixTLWURUZGBiwtLZGeng6VSlWmeaq7ZznyM+XF5hVYSdWobdtLRERl//4u1xGjnJwcxMTEwMfH598FKJXw8fFBZGRkkfNERkbqtAcAX19fqX1iYiKSk5N12lhaWsLLy0tqExkZCSsrKykUAYCPjw+USiWioqKKrTc9PR02NjZlrqUojx49QkZGhs5ARERENVO5gtGdO3eQn58POzs7nfF2dnZITk4ucp7k5OQS2xf8LK1NgwYNdKYbGhrCxsam2PXu3LkT0dHRGDVqVJlrKcqiRYtgaWkpDU5OTsW2JSIiIv1WI69KO3jwIEaNGoX169ejVatWz7SsmTNnIj09XRquXbtWQVUSERFRdVOuYGRrawsDAwOkpKTojE9JSYG9vX2R89jb25fYvuBnaW2e7Nydl5eH1NTUQuv9888/8corr2DZsmUYPnx4uWopiomJCVQqlc5ARERENVO5gpGxsTE8PT0RFhYmjVOr1QgLC4O3t3eR83h7e+u0B4DQ0FCpvYuLC+zt7XXaZGRkICoqSmrj7e2NtLQ0xMTESG0OHDgAtVoNLy8vaVx4eDj69euHTz/9VOeKtbLWQkRERLWbYXlnCAoKwogRI9CxY0d07twZy5cvR1ZWltSXZ/jw4WjYsCEWLVoEAJg0aRJ69uyJL774Av369cP27dtx9OhRfP311wAAhUKByZMnY+HChXB1dYWLiwtmz54NR0dH+Pv7AwDc3d3Rt29fjB49GmvXrkVubi7Gjx+PoUOHSlekHTx4EP3798ekSZMwaNAgqd+QsbGx1AG7tFqIiIiodit3MBoyZAhu376NOXPmIDk5GR4eHggJCZE6NV+9ehVK5b8Horp27YqtW7di1qxZ+PDDD+Hq6oo9e/agdevWUptp06YhKysLY8aMQVpaGrp3746QkBCYmppKbbZs2YLx48ejT58+UCqVGDRoEFauXClN37x5Mx48eIBFixZJoQwAevbsifDw8DLXQkRERLVXue9jVNvxPka69PG+PrVte4mIqJLuY0RERERUkzEYEREREWkxGBERERFpMRgRERERaTEYEREREWkxGBERERFpMRgRERERaTEYEREREWkxGBERERFpMRgRERERaTEYEREREWkxGBERERFpMRgRERERaTEYEREREWkxGBERERFpMRgRERERaTEYEREREWkxGBERERFpMRgRERERaTEYEREREWkxGBERERFpMRgRERERaTEYEREREWkxGBERERFpMRgRERERaTEYEREREWkxGBERERFpMRgRERERaTEYEREREWkxGBERERFpMRgRERERaTEYEREREWkxGBERERFpGcpdAFWMZaHn5S6BiIhI7/GIEREREZEWgxERERGRFoMRERERkRaDEREREZEWO1/Ts7t8GdiyBQgPB06fBtLSAGNjoGFDoHNn4KWXAH9/wNxc3jqJiIhKwWBET61uyg3gjQXA1q2AELoTs7OBjAwgLg7YvBmoWxd45x1g+nTA1laegomIiErBU2lUfkKg5e8/Yfjo/pojRUIAffoAa9YA0dFAYqImEO3bB8yYAbi4APfvA59/rnm9YgWQny/3VhARERXCI0ZUPmo1eq5bjA4/bda8795dE3Q6dCjctkULwM8P+Phj4NdfgTlzgGPHgMmTgZ07NaGqSZOqrJ6IiKhEPGJEZadW46WlH0mhKGL4BE2/oqJC0eOUSqBfP83RpLVrNafVIiIAT08gNLTy6yYiIiojBiMqsx4bPkOr33+EWmmAX6ctQdQb4wEDg7IvQKnU9DM6dQro1AlITQX69tWcgiMiIqoGGIyoTNrs24GOP2wEAPz+/ic45zPg6Rfm7AwcOgS89RagVgPvvQcsWFC4AzcREVEVYzCiUtleOodeXy0EABweMQlxPv7PvlBTU2DDBmDuXM37uXOBadMYjoiISFYMRlQiw+yH8PskCIa5ObjUuSeOvP5uxS1coQDmzQNWrtS8//xzzZEjIiIimTAYUYm8tq5BvasJyLSpj9/fX6wJMxVtwgRg+XLN63nzNAGJiIhIBgxGVKx6ly/Ac9c3AICwifPw0Mqm8lY2aRLwySea1x98AGzbVnnrIiIiKgaDERVNCLzw5XwY5OfhoncfXOrqU/nrnDkTmDpV83rkSODvvyt/nURERI9hMKIiNf3nIBqdikauiSnCx82quhUvWQIMHAjk5Gier3bxYtWtm4iIaj0GIypEkZ+PbpuWAQCO+w/H/QaOVbdypRL4/nugY0fg7l1gwAAgM7Pq1k9ERLXaUwWj1atXo0mTJjA1NYWXlxeOHDlSYvtdu3ahRYsWMDU1RZs2bbB//36d6UIIzJkzBw4ODjAzM4OPjw8uXLig0yY1NRUBAQFQqVSwsrJCYGAgMh/7wszOzsbIkSPRpk0bGBoawt/fv1Ad4eHhUCgUhYbk5OSn+RhqLLeDe2F7+Tyy66hwdPDbVV+AuTnwyy+AgwNw9izw9tu8jJ+IiKpEuYPRjh07EBQUhLlz5+LYsWNo164dfH19cevWrSLbR0REYNiwYQgMDMTx48fh7+8Pf39/nD59WmqzZMkSrFy5EmvXrkVUVBQsLCzg6+uL7OxsqU1AQADOnDmD0NBQ7N27F4cOHcKYMWOk6fn5+TAzM8PEiRPh41Nyf5j4+HgkJSVJQ4MGDcr7MdRYivx8eG39CgBw9L9v41FdS3kKcXAAdu0CDA2BHTs0z2MjIiKqZAohyvdfcS8vL3Tq1AmrVq0CAKjVajg5OWHChAmYMWNGofZDhgxBVlYW9u7dK43r0qULPDw8sHbtWggh4OjoiKlTp+L9998HAKSnp8POzg7BwcEYOnQo4uLi0LJlS0RHR6Njx44AgJCQEPj5+eH69etwdNQ91TNy5EikpaVhz549OuPDw8PRu3dv3Lt3D1ZWVuXZbElGRgYsLS2Rnp4OlUr1VMuoDMtCz1fIcp77OxSvLhiP7DoqbPj+IHLN65TYfsqLzStkvcVauVJzxZqhIXDgANCjxzMv8lk+q0rfXiIiqhRl/f4u1xGjnJwcxMTE6ByRUSqV8PHxQWRkZJHzREZGFjqC4+vrK7VPTExEcnKyThtLS0t4eXlJbSIjI2FlZSWFIgDw8fGBUqlEVFRUeTYBAODh4QEHBwe8+OKLOHz4cIltHz16hIyMDJ2hxhICHXdtAACceOX1UkNRlZgwARg2DMjL0/y8e1fuioiIqAYrVzC6c+cO8vPzYWdnpzPezs6u2H46ycnJJbYv+FlamydPdxkaGsLGxqZc/YMcHBywdu1a7N69G7t374aTkxN69eqFY8eOFTvPokWLYGlpKQ1OTk5lXp++cTwTA8e4WOQZGSF2wBtyl6OhUADr1wPNmwM3bgCjR7O/ERERVZpadVWam5sb3nnnHXh6eqJr167YuHEjunbtimXLlhU7z8yZM5Geni4N165dq8KKq1b7n74FAMT5+OOBTX2Zq3mMhYXmho9GRsBPPwFffy13RUREVEOVKxjZ2trCwMAAKSkpOuNTUlJgb29f5Dz29vYlti/4WVqbJzt35+XlITU1tdj1llXnzp1xsYR75ZiYmEClUukMNZF56m08FxEGADju/6bM1RShQwdg0SLN6ylTNFerERERVbByBSNjY2N4enoiLCxMGqdWqxEWFgZvb+8i5/H29tZpDwChoaFSexcXF9jb2+u0ycjIQFRUlNTG29sbaWlpiImJkdocOHAAarUaXl5e5dmEQmJjY+Hg4PBMy6gJWv32Iwzy83CzZXvcdXGTu5yiTZkCvPQS8PChpr/RY1ctEhERVQTD8s4QFBSEESNGoGPHjujcuTOWL1+OrKwsjBo1CgAwfPhwNGzYEIu0/7ufNGkSevbsiS+++AL9+vXD9u3bcfToUXytPR2iUCgwefJkLFy4EK6urnBxccHs2bPh6Ogo3YvI3d0dffv2xejRo7F27Vrk5uZi/PjxGDp0qM4VaWfPnkVOTg5SU1Nx//59xMbGAtB0tgaA5cuXw8XFBa1atUJ2djY2bNiAAwcO4Pfff3/az69mUKvR5tedAIBTfoNlLqYESiWweTPQti1w8iQwf/6/R5GIiIgqQLmD0ZAhQ3D79m3MmTMHycnJ8PDwQEhIiNR5+urVq1Aq/z0Q1bVrV2zduhWzZs3Chx9+CFdXV+zZswetW7eW2kybNg1ZWVkYM2YM0tLS0L17d4SEhMDU1FRqs2XLFowfPx59+vSBUqnEoEGDsHLlSp3a/Pz8cOXKFel9+/btAWhuIAlorqqbOnUqbty4AXNzc7Rt2xZ//PEHevfuXd6PoUZpfCwClsnXkW1RF+eff1nuckpmbw+sWwe89prm8SH+/sAzHjUkIiIqUO77GNV2NfE+Ri9/EoQW4ftwfMAbCB83u1zzynZfnzfeALZsAVq0AI4dA8zMyjwr72NERFT7VMp9jKjmMXqYheciNf274nwGyFxNOaxcqbk79rlzwOzyhTkiIqLiMBjVcs8d/gNGj7Jxr2ETpDRvI3c5ZWdj8+9l+0uXAqXcqJOIiKgsGIxquRYHNY9qOde7v+Zmivqkf39g5EjNDR9HjgQePJC7IiIi0nMMRrWY2b27cI7RHGk590J/mat5SsuWAQ0bAhcvAnPnyl0NERHpOQajWqz5XyFQqvOR3Lw10hq5yF3O07Gy0lylBmhOqZXweBciIqLSMBjVYs3++g0AEN+rn8yVPKN+/YChQwG1Gnj7bc0DZ4mIiJ4Cg1EtZZpxD41OHQUAJHR7UeZqKsDy5YC1NXD8uOb0GhER0VNgMKqlXKL+hFKdj9tN3ZDu4CR3Oc/Ozk5zKg0A5swBEhLkrYeIiPQSg1Et1exwKADgYtcacLSowIgRQJ8+mmeovfOO5mo1IiKicmAwqoUMsx/COeZvAEBCNx+Zq6lACoWmI7apKRAWpnmuGhERUTkwGNVCjY8dhtGjbKTbNcTtpi3kLqdiPfec5uGyABAUBKSkyFsPERHpFQajWqhZhOYRIAldffTvpo5lERQEtG8P3LuneU1ERFRGDEa1jRBocvQvAMClLr1lLqaSGBpqHheiUABbt2pOqxEREZUBg1EtY3spHhapt5Fjao6brTzlLqfydOwIvPee5vV77wGPHslbDxER6QUGo1qmydFDAIDr7byQb2wsczWV7OOPAXt74Px5YMkSuashIiI9wGBUyxScRrvcqYfMlVQBS8t/72308cea56kRERGVgMGoFjF6kAnH05pniV3uWAuCEaB5VIiPj+ZU2vjxvLcRERGViMGoFnE6EQWD/Dzcc3RGumNjucupGgoFsHo1YGwM/PYb8MMPcldERETVGINRLdIkWnMa7UrH7jJXUsWaNwdmztS8njQJxlmZ8tZDRETVFoNRLSL1L6otp9EeN2MG0KwZkJQE729XyF0NERFVUwxGtYQq+Tosk68j38AQ19t1lrucqmdqqjmlBsDj5+/R4MIZmQsiIqLqiMGolmh08ggAIMWtDXLNLGSuRiYvvQQMHQqlWo0+K+dCkZ8vd0VERFTNMBjVEk6xUQCA621r4dGixy1dikfmdWAffwpt9u+QuxoiIqpmGIxqAyGkI0bX2nnJXIzMHBxweNQUAEC3jUthfu+OzAUREVF1wmBUC1gmX4fq1k3kGxrhZsv2cpcju5P9hyHFtRVMs+7j+XWL5S6HiIiqEQajWqBR7D8AgGS3NsgzM5e5GvkJAwOETZoPoVDA/cD/wel4pNwlERFRNcFgVAs48TRaISnN2+DEK68DAF74ch4McnJkroiIiKoDBqOaTgg0OqHteM1gpOPwqCnIsqkPm+uX0XHnernLISKiaoDBqIazunkFde+kIM/ICEnuHnKXU63kWNRF+DuaO2J33rYWljeuyFwRERHJjcGohmt4MhoAkOLWFnmmZjJXU/2c7+WHKx26wTA3By+sWsCHzBIR1XIMRjWc49njAIAbrTxlrqSaUihwYMIc5BkZo0nM32h+6Fe5KyIiIhkxGNVwjmeOAQButuogcyXVV1rDJoge+g4AoOeaT/iQWSKiWozBqAYzTU+FzfVEAEBSSw95i6nmooeMxr2GTVAn9Ta6bl4udzlERCQTBqMazPFsLADgrlNTZKus5S2mmss3NsGBCXMBAO1+2YIG50/LXBEREcmBwagGczzL02jlcbVDV5zr3Z8PmSUiqsUYjGowhzOajtdJfAxImf35zgxkW9SF/fnTaLNvu9zlEBFRFWMwqqGUuTmwP38KAI8YlccDm/rSQ2a7b1wK89TbMldERERVicGohmpwMQ6GOY/wUGWFe41c5C5Hr5zqNxTJzVvD5EEmevIhs0REtQqDUQ0lXabfsj2gUMhcjX4RBgYImzgfaqUSLQ7uReNjEXKXREREVcRQ7gKochTc2LGmnkZbFnq+Upd/q3lrnHg1AO33fIcXvpyP79b9gnxjk0pdJxERyY9HjGoiIeCgvSItqWXNDEZVIWLEZGTa1If1jcvotIMPmSUiqg0YjGqgOndSUCf1NtRKA6S4tpK7HL2VY1EHf777IQCg0/Z1sLpxWd6CiIio0jEY1UB28Zqr0e40ceWDY5/R+edfxuWO3TUPmf2SD5klIqrpGIxqIPv4kwCAFLc2MldSAygUODBO85BZ52OHgR075K6IiIgqEYNRDVRw/6Jkt7YyV1IzpDd0xpFhYzVvpkwB0tJkrYeIiCoPr0qradRq6VQajxhVnKODR6PFgf/TPJR3+nRg3Tq5SyqXZ7mKb8qLzSuwEiKi6o1HjGoY6xuXYfIgE7kmprjr3EzucmqMfGNj/DH5f5o3X38N/PmnvAUREVGlYDCqYQr6F91q1hJqQyOZq6lZbrTtBLzzjubN6NHAw4fyFkRERBWOwaiGsYs/DQBIac7TaJXi008BR0fgwgVgwQK5qyEiogrGYFTDFBwxSm7BjteVwtIS+OorzevPPgNiY2Uth4iIKhaDUQ2izM1B/YQ4AEAyjxhVngEDgP/+F8jPB95+G8jLk7siIiKqIAxGNYht4nkY5uYgu64l0h0by11OzbZyJWBlBcTEAMuXy10NERFVEAajGkS6f1HzNoBCIXM1NZy9PfDFF5rXc+YACQny1kNERBXiqYLR6tWr0aRJE5iamsLLywtHjhwpsf2uXbvQokULmJqaok2bNti/f7/OdCEE5syZAwcHB5iZmcHHxwcXLlzQaZOamoqAgACoVCpYWVkhMDAQmZmZ0vTs7GyMHDkSbdq0gaGhIfz9/YusJTw8HB06dICJiQmaNWuG4ODgp/kIqiW7gv5FvH9R1Rg1CnjhBc3Vae+8w8eFEBHVAOUORjt27EBQUBDmzp2LY8eOoV27dvD19cWtW7eKbB8REYFhw4YhMDAQx48fh7+/P/z9/XH69GmpzZIlS7By5UqsXbsWUVFRsLCwgK+vL7Kzs6U2AQEBOHPmDEJDQ7F3714cOnQIY8aMkabn5+fDzMwMEydOhI+PT5G1JCYmol+/fujduzdiY2MxefJkvP322/jtt9/K+zFUSw0unAUA3HJtLXMltYRCobmnkZkZEBYG1KCQTURUWymEKN9/c728vNCpUyesWrUKAKBWq+Hk5IQJEyZgxowZhdoPGTIEWVlZ2Lt3rzSuS5cu8PDwwNq1ayGEgKOjI6ZOnYr3338fAJCeng47OzsEBwdj6NChiIuLQ8uWLREdHY2OHTsCAEJCQuDn54fr16/D0dFRZ50jR45EWloa9uzZozN++vTp2Ldvn04oGzp0KNLS0hASElKm7c/IyIClpSXS09OhUqnKNE9VWLH/NMYP6ACDvFx8820YMuwbVcl65bor8rPcyflZFLm9n38OfPCBps/RmTOay/mrGd75mohqu7J+f5friFFOTg5iYmJ0jsgolUr4+PggMjKyyHkiIyMLHcHx9fWV2icmJiI5OVmnjaWlJby8vKQ2kZGRsLKykkIRAPj4+ECpVCIqKqrM9ZdWS1EePXqEjIwMnaE6srl2CQZ5uci2qIsMu4Zyl1O7TJ4MdOyoeYYaT6kREem1cgWjO3fuID8/H3Z2djrj7ezskJycXOQ8ycnJJbYv+FlamwYNGuhMNzQ0hI2NTbHrLU8tGRkZeFjMXYwXLVoES0tLaXBycirz+qpS/UvnAAB3mrZgx+uqZmgIbN4MGBsDe/cC334rd0VERPSUeFVaKWbOnIn09HRpuHbtmtwlFal+giYY3W7aQuZKaqmWLf+9E/akScD16/LWQ0RET6VcwcjW1hYGBgZISUnRGZ+SkgJ7e/si57G3ty+xfcHP0to82bk7Ly8Pqampxa63PLWoVCqYmZkVOY+JiQlUKpXOUB0VHDG63dRN5kpqsalTAS8vID1d8yw1nlIjItI75QpGxsbG8PT0RFhYmDROrVYjLCwM3t7eRc7j7e2t0x4AQkNDpfYuLi6wt7fXaZORkYGoqCipjbe3N9LS0hATEyO1OXDgANRqNby8vMpcf2m16C0hYFtwKu05HjGSjaGh5so0ExMgJATYuFHuioiIqJzKfSotKCgI69evx+bNmxEXF4d3330XWVlZGDVqFABg+PDhmDlzptR+0qRJCAkJwRdffIFz585h3rx5OHr0KMaPHw8AUCgUmDx5MhYuXIhffvkFp06dwvDhw+Ho6Cjdi8jd3R19+/bF6NGjceTIERw+fBjjx4/H0KFDda5IO3v2LGJjY5Gamor09HTExsYi9rFnWY0dOxaXLl3CtGnTcO7cOXz11VfYuXMnpkyZ8jSfXfWRlATz9HtQK5W44+wqdzW1W4sWwMKFmtdBQcDVq/LWQ0RE5WJY3hmGDBmC27dvY86cOUhOToaHhwdCQkKkTs1Xr16FUvlv3uratSu2bt2KWbNm4cMPP4Srqyv27NmD1q3/vdfOtGnTkJWVhTFjxiAtLQ3du3dHSEgITE1NpTZbtmzB+PHj0adPHyiVSgwaNAgrV67Uqc3Pzw9XrlyR3rdv3x6A5gaSgObo1L59+zBlyhSsWLECjRo1woYNG+Dr61vej6F6OXECAHCvkQvyTUxLaUyVbsoU4McfgchIzbPUfvuNHeKJiPREue9jVNtVy/sYLV4MzJyJc7364dcPl1bpqnkfo2KcPw+0awdkZwPr1gGP3YxUDryPERHVdpVyHyOqprRHjG6zf1H10bw5sGiR5vXUqXyWGhGRnmAwqgm0/ah4qX41M3Ei8PzzQGYm8OabQF6e3BUREVEpGIz03cOHmtM20N7ckaoPpVJzs0dLS01/o08+kbsiIiIqBYORvjt9GlCr8cDSBlk29eWuhp7k7Ax89ZXm9YIFQDkeYUNERFWPwUjfFfQv4qNAqq/XXweGDQPy84E33tCcWiMiomqJwUjfseO1fli9GnByAi5e1FzOT0RE1VK572NE1czjR4xkwMvAy8jaWtPf6IUXgA0bgH79AO0NTGsy/n4Qkb7hESN9JgSPGOmTXr2ADz7QvH77bSApSdZyiIioMAYjfXb5MpCRARgb455TU7mrobJYsADw8ADu3gVGjADUarkrIiKixzAY6TPt0SK0bAm1oZG8tVDZmJgAW7YAZmZAaCjw6adyV0RERI9hMNJnBcGoXTt566DyadkSWLVK83r2bODvv+Wth4iIJAxG+ozBSH+NGgUEBGgu4R82THNqjYiIZMdgpM8YjPSXQgGsWQO4ugLXr2uCEp/nTEQkOwYjfZWRAVy6pHnNYKSf6tYFdu7U9Dv6v/8DVqyQuyIiolqPwUhfnTyp+dmoEVCvnry10NPz8ACWLtW8njYNiI6WtRwiotqOwUhf8TRazfHuu8CgQUBuLjBkCHDvntwVERHVWgxG+orBqOZQKDR3w3ZxARITgTff5P2NiIhkwmCkrxiMahYrK2D3bsDUFNi3D/j4Y7krIiKqlRiM9FF+PnDqlOY1g1HN0b695ko1AJg7F/j1V3nrISKqhRiM9NHFi8DDh4C5OdCsmdzVUEUaORIYO1Zz6X5AgObUGhERVRkGI31UcBqtTRvAwEDeWqjiLV8OdO6s6YQ9aJAmBBMRUZVgMNJHsbGanzyNVjOZmAA//ADY2gLHjwPvvcebPxIRVREGI33Ejtc1n5MTsH07oFQCwcH/PluNiIgqFYORPmIwqh369AEWL9a8njIF+OMPeeshIqoFGIz0zd27wI0bmtdt28pbC1W+99/X3NcoPx/473+BCxfkroiIqEYzlLsAKqeCo0VNm2qetUU1m0IBfP21JhD98w/wyiuan1ZWVVbCstDzVbYuIiK58YiRvikIRh4espZBVcjUFPjpJ81z8eLjgaFDgbw8uasiIqqRGIz0Da9Iq53s7YFfftHcu+q33zQPnCUiogrHYKRv2PG69mrfHti8WfN62TLNKTYiIqpQDEb6JCcHOHtW85rBqHb6z3+A+fM1r997D9i/X956iIhqGAYjfXLuHJCbC1haAs7OcldDcpk9GxgxQnOl2uDBQEyM3BUREdUYDEb6pOA0Wtu2mquVqHYquFLNxwfIygL69wcuX5a7KiKiGoHBSJ/wijQqYGwM7N6tCcnJyYCfn+bZakRE9EwYjPQJO17T41QqYN8+oGFDIC4O8PcHHj2SuyoiIr3GYKQvhOCl+lRYo0aaDtgqFXDoEPDGG5q+R0RE9FQYjPRFUhJw547moaKtWsldDVUnbdsCP/6oOb32ww/A2LGaIE1EROXGYKQvCk6jubkBZmby1kLVT58+wLZtmuC8YQMwY4bcFRER6SUGI33B/kVUmtdeA9av17xesgRYvFjeeoiI9BCDkb5gMKKyeOst4PPPNa9nzgTWrZO3HiIiPWModwFURrxUn8pq6lQgNRX45BPg3Xc1HbNtPeWuiohIL/CIkT54+FDzVHWAR4yobBYu/LcT9ptvwvXQr3JXRESkFxiM9MHp04BaDdSvr3nKOlFpFApg9Wpg5EggPx9+n0xFs79+k7sqIqJqj8FIHzzev4iPAqGyKrhC7c03oVTnw++TIDz3d6jcVRERVWsMRvqAHa/paRkYAJs2Ie6FV2CQn4d+H09G08gwuasiIqq22Pm6GlkWer7I8f8N/weNAIQYNEBcMW30UXHbW509a81TXmxeQZWUg4EBfvtgMRRCoMXBvej/v0nYO3slLnm/UPW1EBFVczxiVN0JAdtETcfrW8+5y1wM6SthYIiQaZ8ivqcfDPJy0X/BBDQP3y93WURE1Q6DUTWnSrkB06z7yDMywj2npnKXQ3pMGBji1xmfIa53fxjk5+HlxVPRKuQHucsiIqpWGIyqufoJ5wAAqY2bQW1oJHM1pO+EgSF+m7YEJ/2GQKlW46WlH8Hjp2/lLouIqNpgMKrm6l/SBKPbTVvIXAnVFMLAAGGT5uPof94CAPRe8zE6bVsrc1VERNUDg1E1Z8tgRJVBocBfo6ch8s0JAIDum5ahx/olmvtlERHVYgxG1VzBEaM7Td1kroRqHIUC/7w5Hn+OmQ4A6LjrG/T9bDqUuTkyF0ZEJB8Go2rMOCsTVknXAAC3n+MRI6ocx/7zFn57fxHUSgO4h/0C/1nvwDgrU+6yiIhk8VTBaPXq1WjSpAlMTU3h5eWFI0eOlNh+165daNGiBUxNTdGmTRvs3697mbAQAnPmzIGDgwPMzMzg4+ODCxcu6LRJTU1FQEAAVCoVrKysEBgYiMxM3T/eJ0+eRI8ePWBqagonJycsWbJEZ3pwcDAUCoXOYGpq+jQfQZWwvay5TP++rT2yVdYyV0M12dmXXsOe/61Fjqk5nI9H4L/vvwGLu7fkLouIqMqVOxjt2LEDQUFBmDt3Lo4dO4Z27drB19cXt24V/Uc0IiICw4YNQ2BgII4fPw5/f3/4+/vj9OnTUpslS5Zg5cqVWLt2LaKiomBhYQFfX19kZ2dLbQICAnDmzBmEhoZi7969OHToEMaMGSNNz8jIwEsvvQRnZ2fExMTgs88+w7x58/D111/r1KNSqZCUlCQNV65cKe9HUGVstVek8WgRVYUrnZ7Hrs+/Q5ZVPTRIiMOQyUNhfTVB7rKIiKpUuYPR0qVLMXr0aIwaNQotW7bE2rVrYW5ujo0bNxbZfsWKFejbty8++OADuLu743//+x86dOiAVatWAdAcLVq+fDlmzZqFAQMGoG3btvj2229x8+ZN7NmzBwAQFxeHkJAQbNiwAV5eXujevTu+/PJLbN++HTdv3gQAbNmyBTk5Odi4cSNatWqFoUOHYuLEiVi6dKlOPQqFAvb29tJgZ2dX3o+gyjRIYMdrqlq3mrfGjhU7cK9hE1im3MDQyUPhdDxS7rKIiKpMuYJRTk4OYmJi4OPj8+8ClEr4+PggMrLoP56RkZE67QHA19dXap+YmIjk5GSdNpaWlvDy8pLaREZGwsrKCh07dpTa+Pj4QKlUIioqSmrz/PPPw9jYWGc98fHxuHfvnjQuMzMTzs7OcHJywoABA3DmzJkSt/nRo0fIyMjQGapK/UtxAIDbvOM1VaF0ByfsWLYNN1u2h2lmBl6bGYi2v2yRuywioipRrmB0584d5OfnFzrKYmdnh+Tk5CLnSU5OLrF9wc/S2jRo0EBnuqGhIWxsbHTaFLWMx9fh5uaGjRs34ueff8b3338PtVqNrl274vr168Vu86JFi2BpaSkNTk5OxbatSIr8PNgmap7LxUeBUFV7aGWDH5ZsRlyfV6FU56PPqgXo/eV8KPNy5S6NiKhS1aqr0ry9vTF8+HB4eHigZ8+e+PHHH1G/fn2sW7eu2HlmzpyJ9PR0abh27VqV1Gp9/TIMcx4hx8wc6Q5VE8aIHpdvbIKQaUvw91tTIRQKePzfVgz8aDRM7qfLXRoRUaUpVzCytbWFgYEBUlJSdManpKTA3t6+yHns7e1LbF/ws7Q2T3buzsvLQ2pqqk6bopbx+DqeZGRkhPbt2+PixYtFbzAAExMTqFQqnaEq1E/QnkZr2gJQ1qr8StWJQoHooWPwy9xVyDE1R+PjkRg2cTDqaY9mEhHVNOX6xjU2NoanpyfCwsKkcWq1GmFhYfD29i5yHm9vb532ABAaGiq1d3Fxgb29vU6bjIwMREVFSW28vb2RlpaGmJgYqc2BAwegVqvh5eUltTl06BByc3N11uPm5gZr66Ivdc/Pz8epU6fg4OBQno+hSjRIYP8iqj4udfXBjuXbkG7XENY3LmPYxMFwO7hX7rKIiCpcuQ9FBAUFYf369di8eTPi4uLw7rvvIisrC6NGjQIADB8+HDNnzpTaT5o0CSEhIfjiiy9w7tw5zJs3D0ePHsX48eMBaK4Smzx5MhYuXIhffvkFp06dwvDhw+Ho6Ah/f38AgLu7O/r27YvRo0fjyJEjOHz4MMaPH4+hQ4fC0dERAPD666/D2NgYgYGBOHPmDHbs2IEVK1YgKChIqmXBggX4/fffcenSJRw7dgxvvPEGrly5grfffvupP8DKUv8igxFVL3eatsDWVT/gSoduMHr0EH6LpqLX6oW8UzYR1SiG5Z1hyJAhuH37NubMmYPk5GR4eHggJCRE6uh89epVKB879dO1a1ds3boVs2bNwocffghXV1fs2bMHrVu3ltpMmzYNWVlZGDNmDNLS0tC9e3eEhITo3Hxxy5YtGD9+PPr06QOlUolBgwZh5cqV0nRLS0v8/vvvGDduHDw9PWFra4s5c+bo3Ovo3r17GD16NJKTk2FtbQ1PT09ERESgZcuW5f0YKpcQj12Rxkv1qfrItrTBTx+vR5fvvkSXrWvQ/ufvYHfhNPZ9tByZ9Ys+ZU1EpE8UQgghdxH6JCMjA5aWlkhPT6/w/kbLQjX9NizupGDM689DrTTAqp+PId+k+t6dm8pnyovNZVlvwe9WRWoaeQC+S6bBNOs+HljaIGT6Elzp2KPCli/XZ0VENVNZv7/LfcSIKl9B/6JUp6YMRVRtXfJ+AVtX/4j+CyagwaVzeO3Dt3H0P2/h8KgpUBsZl76AaupZQiTDHJH+4+VO1ZB0RRpPo1E1l+7YGNtX7EDsK68DADr+sBFDJw+F1Y3L8hZGRPSUGIyqofq8Io30SL6JKQ5OmItf5q7Gw7pWsLtwBgHvDkTL338CeKaeiPQMg1E1VF96eCyDEemPhG4++H7tz7jWrjOMsx/A9/MZ8PtkCkzTU+UujYiozBiMqhmjB5mwvnkFAB8eS/ons749di8OxuGRk6FWGsDtz18xfHR/NI34Q+7SiIjKhMGomqmfGA8AuG9rh4dWNjJXQ1R+wsAAR15/F9tX7sBd52awSLuLAfPGwXfJND5OhIiqPV6VVs1IN3bk0SJ6QmVccl+ZUpq3wZbVP8L7uy/huesbtPzjZzQ+HonQKQtxuXNPucurFLyijUj/8YhRNWN34QwA4JZrK5krIXp2+cYm+DvwfexYtg2pjVxQ5+4tDJw1Bi8vmgrz1Ntyl0dEVAiDUTVjd/40ACCleetSWhLpj2R3D3y/Zg+O/uctqJVKtDi4FyPe9kObfTsAtVru8oiIJAxG1YjhwwewuXoRAIMR1Tz5Jqb4a8x0bPvyB6S4toJpZgZ8VszBkKDXUS9Rv04TElHNxWBUjTS4FAelWo1Mm/rIqmcndzlEleKWaytsW7kL4e9+iBwzcziePY6A9waix/olMM7KlLs8IqrlGIyqEZ5Go9pCGBjg+MAR2Lx+Py5694FBfh467voGI9/yRcvfdvP0GhHJhsGoGmEwotoms4ED/m/+V9izYC3uNWwCi3t34PvFhxg28b9AZKTc5RFRLcRgVI00kIJRG5krIapaiV1649uv/w+HRk/DI3ML2J8/DXTtCrzxBnD1qtzlEVEtwmBUXWRkwOZ6IgBeqk+1k9rIGDH/DUTwxt9w2ncQoFAAW7YAzZsDU6cCd+/KXSIR1QIMRtXF8eNQCIGM+g54YG0rdzVEsnlgUx+hUz8BjhwBevUCHj0Cli4FmjYFPv4YyMqSu0QiqsEYjKqLo0cBsH8RkaRjR+DAAeDXX4F27YCMDGDWLKBZM2DNGiAnR+4KiagGYjCqLhiMiApTKIC+fYFjx4DvvwdcXIDkZOC99zQB6auvNEeUiIgqCINRdVEQjFwZjIgKUSqBgADg3Dlg5UrAwQG4dg0YNw547jngyy+B7Gy5qySiGoDBqLr4/XfsnbUCye7t5K6EqPoyNgYmTAAuXdKEoYYNgRs3gIkTNX2Qli0DMnmTSCJ6egxG1YWLCy483xc5FnXlroSo+jM1BcaPBxISNP2NGjcGkpKAoCDAyQn48EPNeyKicmIwIiL9ZWICjB0LXLgAfP21pt9RWhqwaBHQpAkQGAicPSt3lUSkRxiMiEj/GRsDo0dr+iD99JPm5pA5OcDGjUCrVkC/fsBvv/FRI0RUKgYjIqo5DAwAf3/g8GHN8Nprmivb9u/XXN3m5qa5J9K9e3JXSkTVFIMREdVMXbsCu3cD589rOmerVMDFi5q7aDdsqDnNduyY3FUSUTXDYERENVuzZsCKFZqr19atA9q2BR4+1Jxm8/QEOnfWdOBOS5O7UiKqBhiMiKh2qFMHGDMGiI0F/v4bGDYMMDICoqM1N4y0twdefx2NYw5DkZ8vd7VEJBMGIyKqXRQKoFs3YOtW4Pp1TZ+j1q01d9Detg2DZr6Ft4b3gXfwclhpH+xMRLUHgxER1V4NGgBTpgAnT0pHjrLrqKC6nYQuW9dg1Ft98fp7A+G5cwPq3ropd7VEVAUM5S6AiEh2CoXmobUdO+Jrv7F47vAfaBn6E5yPRcDu4lnYXTyL5zd8hpst2+Nc7/648HxfPLC2lbtqIqoEDEZERI/JNzbB+d79cL53P5imp8L1r9/h9uc+NDoZDcezx+F49jh6rfkYN1p3RELXPkjw7oMMBye5yyaiCsJgRERUjGxLG5zqPxSn+g+FxZ0UND/0K9zC98Ph3Ak4nTwCp5NH0GvtItxq2gIJXX2Q0M0Ht5u20ByBIiK9xGBERFQGWbZ2OP7aSBx/bSRUydfxXGQYnov4Aw1PHUWDS+fQ4NI5eH+/Cul2DXGpywu43KkHrrftjDxTM7lLJ6JyYDAiIiqnDPtGOD5wBI4PHAHT9FQ0jQrHc4f/QJOYv2GZcgPtf/4O7X/+DnnGJrjethMud+yByx174J5TUx5NIqrmGIyIiJ5BtqUNzr70Gs6+9BoMHz6A87EIuBz5E85H/4LqdhKaHP0bTY7+DWAR0u0a4nKnHrjm4Y1r7Toj29JG7vKJ6AkMRkREFSTPzBwJ3TR9jSAEbK4moEn0ITSJ/gsNT0fDMuUG2u3djnZ7twMAbrs0x/V2XrjWrgvgaQvYMCgRyY3BiIioMigUSHVuhlTnZjj2n7dg+PABnE4egfPRv+F0Igq2l8+jfqJmaL/nO2DBeKBdO6B3b6BHD8DbW3M3biKqUgxGRFQtLQs9/9TzTnmxeQVWUjHyzMyR6NULiV69AABm9+6i0akjcIqNQqMTUah37ZLmcSWxscCyZZqZmjbVPAy3YGjdGjAwkGsTiMpMn//9MhgREcngoXU9XHj+ZVx4/mUAwJQ2KiA8XDNERACnTwOXLmmG77/XzFSnDtCli+Zokqen5qaUjo7s0E1UgRiMiIiqA3t7YOhQzQAA6elAVJQmJEVEAP/8A9y/D/zxh2YoYGenCUienrphiYieCoMREVF1ZGkJvPSSZgCA/HzgzBlNSDpyBDh6FDh7FkhJAfbt0wwF7O2BDh2Atm2BNm00P93cACMjebaFSI8wGBER6QMDA03AadsWGDtWM+7BA80DcI8eBWJi/g1LycnA/v2aoYCREdCixb9hqWBo1Iin4ogew2BERKSvzM01fY66dPl33IMH/3biPnVKE5xOndKchjt1SjM8rm5dTWByc9P8LHjdrBlgalqVW0NULTAYERHVJObm/17FVkAI4OpV3aB06hRw7pwmMEVHa4bHKZWAi8u/gal5c+C55zRXyjVuDBjy64NqJv5mExHVdAoF4OysGfr3/3f8o0dAQgIQH68JSY8PGRmaaQkJuqfkAM1pPWdnTUgqCEsFP5s21fSPqkTPcin4s5D7MnKqGgxGRES1lYkJ0LKlZnicEJpO3efOaUJTXBxw8eK/tw949Ojf149fIVfAxgZwctIcWSr4+fhrR0cecaJqi7+ZRESkS6HQXNlmbw/06qU7Ta0GkpI0oSgh4d+AVPD61i0gNVUznDhR9PKVSk04KghKjRoBDg66g6Ojpv8TO4ZTFWMwIiKislMqgYYNNUOPHoWnZ2YCly8D165p+jUV/Cx4fe0akJsLXL+uGSIji1+XuXnhwOTggJZ3FciyscVDSxs8sLTBQysb5BubVNomU+3CYERERBWnTh3No0taty56ulqtOar0eGi6fl1zFOrxISNDc4VdQT+nx/gWsdgcM3OdoPTQ0gYPLa113j/QjstWWSHHvA6PRlGRGIyIiKjqKJX/nqbr3Ln4dg8eFA5L2uHy6QRY3LsNs7RUmKXfg0F+HowfPoDxwwewTL5epjLUSiUe1VEhu44lHtVVIbuupeZ1He3rugWvrZBdV4VHdVTAdXPAygqwsGCoqsEYjIiI9Jw+PrCz7DU3AKwaAFbtAPciJgsBk6z7MEtP1QalVJin33vsdap22j3pvWHOIyjVaphlpMEsI638xSuVgEpVeLC0LHp8UUPdupqAxU7o1Q73CBER6S+FAo/qaI7opDVsUqZZDB5lwzQzHab3M2CSmQ7T+9rX99NhmpkOk8wMmGakwTQzQ/P6fhpM72fAPCsDyMvTnA5MS9MMz8rYWBOQCoY6dXTfPzkUN93cHDAz09yU08zs39fGxjy6VU5PFYxWr16Nzz77DMnJyWjXrh2+/PJLdC7hkOiuXbswe/ZsXL58Ga6urvj000/h5+cnTRdCYO7cuVi/fj3S0tLQrVs3rFmzBq6urlKb1NRUTJgwAf/3f/8HpVKJQYMGYcWKFahTp47U5uTJkxg3bhyio6NRv359TJgwAdOmTStXLUREVLPlm5giy8QUWfXsyjXfFB9XICtL0//pWYb0dE3AAoCcHM1w714lbCk0oejJsFRUgCppXEHAMjHR/Hz8dTHjLO6mIN/QCPlGxlAbGiPfyEhvAlq5g9GOHTsQFBSEtWvXwsvLC8uXL4evry/i4+PRoEGDQu0jIiIwbNgwLFq0CP3798fWrVvh7++PY8eOobW2c96SJUuwcuVKbN68GS4uLpg9ezZ8fX1x9uxZmGpvSR8QEICkpCSEhoYiNzcXo0aNwpgxY7B161YAQEZGBl566SX4+Phg7dq1OHXqFN566y1YWVlhzJgxZa6FiIioSAqF5ohNnTqa2wk8LSE0YSgr698hM1P3fVmmPT7+4cN/h+xszToK1lUwvgqNKWJcvqHRv2HJ6N/X0k8jI6gNjYAGKmDFCqBVqyqtuYBCiIJPr2y8vLzQqVMnrFq1CgCgVqvh5OSECRMmYMaMGYXaDxkyBFlZWdi7d680rkuXLvDw8MDatWshhICjoyOmTp2K999/HwCQnp4OOzs7BAcHY+jQoYiLi0PLli0RHR2Njh07AgBCQkLg5+eH69evw9HREWvWrMFHH32E5ORkGBsbAwBmzJiBPXv24Ny5c2WqpSwyMjJgaWmJ9PR0qFSq8nx0pZLrbq5UdZ6lPwd/P8pOHz9nuWqu/n2Mqg+9ufN1QfDKztYNS4//LM+4R4/+PbJV8LqUcersR1Cq859+G6KiSu6c/xTK+v1driNGOTk5iImJwcyZM6VxSqUSPj4+iCzmXhSRkZEICgrSGefr64s9e/YAABITE5GcnAwfHx9puqWlJby8vBAZGYmhQ4ciMjISVlZWUigCAB8fHyiVSkRFRWHgwIGIjIzE888/L4WigvV8+umnuHfvHqytrUutpSiPHj3Co0ePpPfp6ekANB9wRcvOyqzwZVL18iy/N/z9KDt9/Jzlqrky/paVhT7+Psv1WT01hULT98jcvMpXvfrARSjy86FU50GZmwOD3DwY5ObAID8XytxcGOTmQpmneW+QkwtlXq52ej76NrcBGjTQnHasQAX7r7TjQeUKRnfu3EF+fj7s7HTPy9rZ2UlHZZ6UnJxcZPvk5GRpesG4kto8eZrO0NAQNjY2Om1cXFwKLaNgmrW1dam1FGXRokWYP39+ofFOTk7FzkNUnA/lLqCW0MfPWa6a9fGzkgs/q5rh/v37sCzheX68Kq0UM2fO1DnKpFarkZqainr16kFRAR3JMjIy4OTkhGvXrlX4qbnqgNun37h9+o3bp9+4fRVLCIH79+/DsZT+YeUKRra2tjAwMEBKSorO+JSUFNjb2xc5j729fYntC36mpKTAwcFBp42Hh4fU5tatWzrLyMvLQ2pqqs5yilrP4+sorZaimJiYwMRE91bzVlZWxbZ/WiqVqkb+4hfg9uk3bp9+4/bpN25fxSnpSFEBZXkWaGxsDE9PT4SFhUnj1Go1wsLC4O3tXeQ83t7eOu0BIDQ0VGrv4uICe3t7nTYZGRmIioqS2nh7eyMtLQ0xMTFSmwMHDkCtVsPLy0tqc+jQIeTm5uqsx83NDdbW1mWqhYiIiGo5UU7bt28XJiYmIjg4WJw9e1aMGTNGWFlZieTkZCGEEG+++aaYMWOG1P7w4cPC0NBQfP755yIuLk7MnTtXGBkZiVOnTkltFi9eLKysrMTPP/8sTp48KQYMGCBcXFzEw4cPpTZ9+/YV7du3F1FRUeLvv/8Wrq6uYtiwYdL0tLQ0YWdnJ958801x+vRpsX37dmFubi7WrVtXrlqqWnp6ugAg0tPTZauhMnH79Bu3T79x+/Qbt08e5Q5GQgjx5ZdfisaNGwtjY2PRuXNn8c8//0jTevbsKUaMGKHTfufOnaJ58+bC2NhYtGrVSuzbt09nulqtFrNnzxZ2dnbCxMRE9OnTR8THx+u0uXv3rhg2bJioU6eOUKlUYtSoUeL+/fs6bU6cOCG6d+8uTExMRMOGDcXixYsL1V5aLVUtOztbzJ07V2RnZ8taR2Xh9uk3bp9+4/bpN26fPMp9HyMiIiKimqpcfYyIiIiIajIGIyIiIiItBiMiIiIiLQYjIiIiIi0GIxmtXr0aTZo0gampKby8vHDkyBG5Sypk0aJF6NSpE+rWrYsGDRrA398f8fHxOm169eoFhUKhM4wdO1anzdWrV9GvXz+Ym5ujQYMG+OCDD5CXl6fTJjw8HB06dICJiQmaNWuG4ODgyt48zJs3r1DtLVq0kKZnZ2dj3LhxqFevHurUqYNBgwYVuklodd02AGjSpEmh7VMoFBg3bhwA/dt3hw4dwiuvvAJHR0coFIpCzzkUQmDOnDlwcHCAmZkZfHx8cOHCBZ02qampCAgIgEqlgpWVFQIDA5GZqfvcrpMnT6JHjx4wNTWFk5MTlixZUqiWXbt2oUWLFjA1NUWbNm2wf//+St2+3NxcTJ8+HW3atIGFhQUcHR0xfPhw3Lx5U2cZRe3zxYsXV/vtA4CRI0cWqr1v3746bfR1/wEo8t+iQqHAZ599JrWpzvuvLN8HVfk3s9K+Q2W+Kq7W2r59uzA2NhYbN24UZ86cEaNHjxZWVlYiJSVF7tJ0+Pr6ik2bNonTp0+L2NhY4efnJxo3biwyMzOlNj179hSjR48WSUlJ0vD4fSny8vJE69athY+Pjzh+/LjYv3+/sLW1FTNnzpTaXLp0SZibm4ugoCBx9uxZ8eWXXwoDAwMREhJSqds3d+5c0apVK53ab9++LU0fO3ascHJyEmFhYeLo0aOiS5cuomvXrnqxbUIIcevWLZ1tCw0NFQDEwYMHhRD6t+/2798vPvroI/Hjjz8KAOKnn37Smb548WJhaWkp9uzZI06cOCFeffXVIu+J1q5dO/HPP/+Iv/76SzRr1kznnmjp6enCzs5OBAQEiNOnT4tt27YJMzOzQvdEMzAwEEuWLBFnz54Vs2bNqpB7opW0fWlpacLHx0fs2LFDnDt3TkRGRorOnTsLT09PnWU4OzuLBQsW6OzTx/+9VtftE0KIESNGiL59++rUnpqaqtNGX/efEEJnu5KSksTGjRuFQqEQCQkJUpvqvP/K8n1QVX8zK/M7lMFIJp07dxbjxo2T3ufn5wtHR0exaNEiGasq3a1btwQA8eeff0rjevbsKSZNmlTsPPv37xdKpVK6CagQQqxZs0aoVCrx6NEjIYQQ06ZNE61atdKZb8iQIcLX17diN+AJc+fOFe3atStyWlpamjAyMhK7du2SxsXFxQkAIjIyUghRvbetKJMmTRLPPfecUKvVQgj93ndPfvGo1Wphb28vPvvsM2lcWlqaMDExEdu2bRNCCHH27FkBQERHR0ttfv31V6FQKMSNGzeEEEJ89dVXwtraWto+IYSYPn26cHNzk94PHjxY9OvXT6ceLy8v8c4771Ta9hXlyJEjAoC4cuWKNM7Z2VksW7as2Hmq8/aNGDFCDBgwoNh5atr+GzBggHjhhRd0xunL/hOi8PdBVf7NrMzvUJ5Kk0FOTg5iYmLg4+MjjVMqlfDx8UFkZKSMlZUuPT0dAGBjY6MzfsuWLbC1tUXr1q0xc+ZMPHjwQJoWGRmJNm3awM7OThrn6+uLjIwMnDlzRmrz+OdR0KYqPo8LFy7A0dERTZs2RUBAAK5evQoAiImJQW5urk5dLVq0QOPGjaW6qvu2PS4nJwfff/893nrrLZ0HIOvzvntcYmIikpOTdWqxtLSEl5eXzv6ysrJCx44dpTY+Pj5QKpWIioqS2jz//PMwNjaW2vj6+iI+Ph737t2T2lSHbU5PT4dCoSj0/MbFixejXr16aN++PT777DOd0xTVffvCw8PRoEEDuLm54d1338Xdu3d1aq8p+y8lJQX79u1DYGBgoWn6sv+e/D6oqr+Zlf0dWq6HyFLFuHPnDvLz83V+MQDAzs4O586dk6mq0qnVakyePBndunVD69atpfGvv/46nJ2d4ejoiJMnT2L69OmIj4/Hjz/+CABITk4uclsLppXUJiMjAw8fPoSZmVmlbJOXlxeCg4Ph5uaGpKQkzJ8/Hz169MDp06eRnJwMY2PjQl86dnZ2pdZdHbbtSXv27EFaWhpGjhwpjdPnffekgnqKquXxWhs0aKAz3dDQEDY2NjptXFxcCi2jYJq1tXWx21ywjKqQnZ2N6dOnY9iwYToP4Jw4cSI6dOgAGxsbREREYObMmUhKSsLSpUulbaiu29e3b1+89tprcHFxQUJCAj788EO8/PLLiIyMhIGBQY3af5s3b0bdunXx2muv6YzXl/1X1PdBVf3NvHfvXqV+hzIYUZmNGzcOp0+fxt9//60zfsyYMdLrNm3awMHBAX369EFCQgKee+65qi6zXF5++WXpddu2beHl5QVnZ2fs3Lmzyr7Qq8o333yDl19+GY6OjtI4fd53tVlubi4GDx4MIQTWrFmjMy0oKEh63bZtWxgbG+Odd97BokWLYGJiUtWllsvQoUOl123atEHbtm3x3HPPITw8HH369JGxsoq3ceNGBAQEwNTUVGe8vuy/4r4PagKeSpOBra0tDAwMCvXUT0lJgb29vUxVlWz8+PHYu3cvDh48iEaNGpXY1svLCwBw8eJFAIC9vX2R21owraQ2KpWqSgOKlZUVmjdvjosXL8Le3h45OTlIS0srVFdpdRdMK6lNVW7blStX8Mcff+Dtt98usZ0+77uCekr6d2Vvb49bt27pTM/Ly0NqamqF7NOq+PdbEIquXLmC0NBQnaNFRfHy8kJeXh4uX74MoPpv3+OaNm0KW1tbnd9Hfd9/APDXX38hPj6+1H+PQPXcf8V9H1TV38zK/g5lMJKBsbExPD09ERYWJo1Tq9UICwuDt7e3jJUVJoTA+PHj8dNPP+HAgQOFDuEWJTY2FgDg4OAAAPD29sapU6d0/qAV/EFv2bKl1Obxz6OgTVV/HpmZmUhISICDgwM8PT1hZGSkU1d8fDyuXr0q1aUv27Zp0yY0aNAA/fr1K7GdPu87FxcX2Nvb69SSkZGBqKgonf2VlpaGmJgYqc2BAwegVqulUOjt7Y1Dhw4hNzdXahMaGgo3NzdYW1tLbeTY5oJQdOHCBfzxxx+oV69eqfPExsZCqVRKp6Cq8/Y96fr167h7967O76M+778C33zzDTw9PdGuXbtS21an/Vfa90FV/c2s9O/QZ+6+TU9l+/btwsTERAQHB4uzZ8+KMWPGCCsrK52e+tXBu+++KywtLUV4eLjO5aMPHjwQQghx8eJFsWDBAnH06FGRmJgofv75Z9G0aVPx/PPPS8souDzzpZdeErGxsSIkJETUr1+/yMszP/jgAxEXFydWr15dJZe0T506VYSHh4vExERx+PBh4ePjI2xtbcWtW7eEEJpLTxs3biwOHDggjh49Kry9vYW3t7debFuB/Px80bhxYzF9+nSd8fq47+7fvy+OHz8ujh8/LgCIpUuXiuPHj0tXZS1evFhYWVmJn3/+WZw8eVIMGDCgyMv127dvL6KiosTff/8tXF1ddS73TktLE3Z2duLNN98Up0+fFtu3bxfm5uaFLoc2NDQUn3/+uYiLixNz586tkMuhS9q+nJwc8eqrr4pGjRqJ2NhYnX+PBVfzREREiGXLlonY2FiRkJAgvv/+e1G/fn0xfPjwar999+/fF++//76IjIwUiYmJ4o8//hAdOnQQrq6uOk9f19f9VyA9PV2Ym5uLNWvWFJq/uu+/0r4PhKi6v5mV+R3KYCSjL7/8UjRu3FgYGxuLzp07i3/++UfukgoBUOSwadMmIYQQV69eFc8//7ywsbERJiYmolmzZuKDDz7QuReOEEJcvnxZvPzyy8LMzEzY2tqKqVOnitzcXJ02Bw8eFB4eHsLY2Fg0bdpUWkdlGjJkiHBwcBDGxsaiYcOGYsiQIeLixYvS9IcPH4r33ntPWFtbC3NzczFw4ECRlJSkF9tW4LfffhMARHx8vM54fdx3Bw8eLPL3ccSIEUIIzSX7s2fPFnZ2dsLExET06dOn0HbfvXtXDBs2TNSpU0eoVCoxatQocf/+fZ02J06cEN27dxcmJiaiYcOGYvHixYVq2blzp2jevLkwNjYWrVq1Evv27avU7UtMTCz232PBfaliYmKEl5eXsLS0FKampsLd3V188sknOsGium7fgwcPxEsvvSTq168vjIyMhLOzsxg9enShLzp93X8F1q1bJ8zMzERaWlqh+av7/ivt+0CIqv2bWVnfoQrtxhIRERHVeuxjRERERKTFYERERESkxWBEREREpMVgRERERKTFYERERESkxWBEREREpMVgRERERKTFYERERESkxWBEREREpMVgRERERKTFYERERESkxWBEREREpPX/epemiZhpGmoAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Kolmogorov-Smirnov test: D = 0.07400301486198291, p-value = 0.07109538832703621\n", + "Standard Deviation: 3532.945026392838\n", + "25th percentile: 1961.5\n", + "Median: 4148.5\n", + "75th percentile: 7187.5\n", + "KS statistic: 0.07400301486198291\n", + "KS p-value: 0.07109538832703621\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean: 163.00333333333333\n", + "Standard Deviation: 53.06076694591672\n", + "25th percentile: 106.5\n", + "Median: 200.0\n", + "75th percentile: 200.0\n", + "Skewness: -2.0917526524471244\n", + "Kurtosis: 8916.624791146278\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Kolmogorov-Smirnov test: D = 0.17327665455021535, p-value = 2.3959807697330788e-08\n", + "The mean of the normal distribution is 4781.608333333334\n", + "The 25th percentile of the normal distribution is 2398.673125025139\n", + "The 50th percentile of the normal distribution is 4781.608333333334\n", + "The 75th percentile of the normal distribution is 7164.543541641528\n", + "The 95th percentile of the normal distribution is 10592.785773815758\n", + "The 99th percentile of the normal distribution is 13000.467484585473\n", + "The correlation between 'costs_from_violations_smooth' and 'at_dest_f' is 0.40716072113885443\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f, first_gen_results_f, middle_gen_results_f, last_gen_results_f, avg_episode_costs_f = None, None, None, None, None, None, None, None\n", + "for seed in seeds:\n", + " avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_costs = simulation_10_to_4_agents(seed, False) \n", + " if seed == seeds[0]:\n", + " avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f, first_gen_results_f, middle_gen_results_f, last_gen_results_f, avg_episode_costs_f= avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_costs\n", + " first_gen_results_f = [list(item) for item in first_gen_results_f]\n", + " middle_gen_results_f = [list(item) for item in middle_gen_results_f]\n", + " last_gen_results_f = [list(item) for item in last_gen_results_f]\n", + " \n", + " else:\n", + " avg_training_rewards_f = [sum(x) / 2 for x in zip(avg_training_rewards_f, avg_training_rewards)]\n", + " \n", + " avg_episode_costs_f = [sum(x) / 2 for x in zip(avg_episode_costs_f, avg_episode_costs)]\n", "\n", - "plt.show()\n", + " first_gen_results_f[0][0] = [sum(x) / 2 for x in zip(first_gen_results_f[0][0], first_gen_results[0][0])]\n", + " middle_gen_results_f[0][0] = [sum(x) / 2 for x in zip(middle_gen_results_f[0][0], middle_gen_results[0][0])]\n", + " last_gen_results_f[0][0] = [sum(x) / 2 for x in zip(last_gen_results_f[0][0], last_gen_results[0][0])]\n", + "\n", + " avg_training_norm_violations_f = avg_training_norm_violations_f.add(avg_training_norm_violations).div(2)\n", + " \n", + " first_gen_results_f[0][1] = first_gen_results_f[0][1].add(first_gen_results[0][1]).div(2)\n", + " middle_gen_results_f[0][1] = middle_gen_results_f[0][1].add(middle_gen_results[0][1]).div(2)\n", + " last_gen_results_f[0][1] = last_gen_results_f[0][1].add(last_gen_results[0][1]).div(2)\n", "\n", - "#LAST GEN TRAINING VIOLATIONS\n", - "costs_from_violations = copy.deepcopy(last_gen_results_f[0][1]['total_violations_cost'])\n", - "last_gen_results_f[0][1].drop(columns=['seed'], inplace=True)\n", - "last_gen_results_f[0][1].drop(columns=['total_violations_cost'], inplace=True)\n", - "plt.plot(costs_from_violations)\n", - "plt.title('Last generation Costs from violations training')\n", + " sim_violated_f = sim_violated_f.add(sim_violated).div(2)\n", + " at_dest_f = [sum(x) / 2 for x in zip(at_dest_f, at_dest)]\n", + "\n", + "#plot results\n", + "avg_results = pd.Series(avg_training_rewards_f).ewm(span=125).mean()\n", + "first_results = pd.Series(first_gen_results_f[0][0]).ewm(span=125).mean() \n", + "middle_results = pd.Series(middle_gen_results_f[0][0]).ewm(span=125).mean()\n", + "last_results = pd.Series(last_gen_results_f[0][0]).ewm(span=125).mean()\n", + "print(f\"Last results: {last_gen_results_f[0][0]}\")\n", + "print(f\"Last results series: {last_results}\")\n", + "plt.plot(avg_training_rewards_f, label='Average training reward')\n", + "plt.plot(first_results, label='First generation reward')\n", + "plt.plot(middle_results, label='Middle generation reward')\n", + "plt.plot(last_results, label='Last generation reward')\n", + "plt.legend()\n", + "plt.title('Average training reward')\n", "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", + "plt.ylabel('Average reward')\n", "plt.show()\n", - "last_gen_results_f[0][1].plot(kind='bar', stacked=True)\n", - "plt.title('Last generation training norm violations')\n", + "\n", + "#AVERAGE EPISODE COSTS OVER GENERATIONS AND SEEDS\n", + "#.ewm(span=300).mean()\n", + "avg_episode_costs_f = [-1 * x for x in avg_episode_costs_f]\n", + "avg_episode_costs_f = pd.Series(avg_episode_costs_f).ewm(span=125).mean()\n", + "first_gen_results_f[0][2] = [-1 * x for x in first_gen_results_f[0][2]]\n", + "first_gen_results_f[0][2] = pd.Series(first_gen_results_f[0][2]).ewm(span=125).mean()\n", + "middle_gen_results_f[0][2] = [-1 * x for x in middle_gen_results_f[0][2]]\n", + "middle_gen_results_f[0][2] = pd.Series(middle_gen_results_f[0][2]).ewm(span=125).mean()\n", + "last_gen_results_f[0][2] = [-1 * x for x in last_gen_results_f[0][2]]\n", + "last_gen_results_f[0][2] = pd.Series(last_gen_results_f[0][2]).ewm(span=125).mean()\n", + "plt.plot(avg_episode_costs_f, label='Average episode cost')\n", + "plt.plot(first_gen_results_f[0][2], label='First generation cost')\n", + "plt.plot(middle_gen_results_f[0][2], label='Middle generation cost')\n", + "plt.plot(last_gen_results_f[0][2], label='Last generation cost')\n", + "plt.legend()\n", + "plt.title('Average episode cost')\n", "plt.xlabel('Episodes')\n", - "plt.ylabel('Count of violations')\n", + "plt.ylabel('Average cost')\n", "plt.show()\n", + "#training violations \n", + "first_gen_results_f[0][1] = first_gen_results_f[0][1].drop(\"seed\", axis=1)\n", + "first_gen_results_f[0][1] = first_gen_results_f[0][1].drop(\"total_violations_cost\", axis=1)\n", + "middle_gen_results_f[0][1] = middle_gen_results_f[0][1].drop(\"seed\", axis=1) \n", + "middle_gen_results_f[0][1] = middle_gen_results_f[0][1].drop(\"total_violations_cost\", axis=1)\n", + "last_gen_results_f[0][1] = last_gen_results_f[0][1].drop(\"seed\", axis=1)\n", + "last_gen_results_f[0][1] = last_gen_results_f[0][1].drop(\"total_violations_cost\", axis=1)\n", "\n", "\n", + "#pie chart of violations training\n", + "avg_training_norm_violations_f = avg_training_norm_violations_f.drop(\"seed\", axis=1) \n", + "avg_training_norm_violations_f = avg_training_norm_violations_f.drop(\"total_violations_cost\", axis=1)\n", + "\n", + "violation_counts = avg_training_norm_violations_f.sum()\n", + "violation_counts = violation_counts.clip(lower=0)\n", + "plt.pie(violation_counts, autopct='%1.1f%%')\n", + "plt.title('Violation Count')\n", + "plt.legend(violation_counts.index, title=\"Violations From Training\", loc=\"best\")\n", "\n", "\n", - "#training violations\n", "costs_from_violations_f = copy.deepcopy(sim_violated_f['total_violations_cost'])\n", "sim_violated_f.drop(columns=['seed'], inplace=True)\n", "sim_violated_f.drop(columns=['total_violations_cost'], inplace=True)\n", + "costs_from_violations = -1 * costs_from_violations_f\n", + "costs_from_violations_smooth = pd.Series(costs_from_violations).rolling(window=window_size2).mean()\n", "\n", - "#graph costs from violations\n", - "plt.plot(costs_from_violations)\n", - "plt.title('Costs from violations simulation')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", + "sns.histplot(costs_from_violations, kde=True)\n", + "plt.title('Distribution of Costs from Violations Simulation')\n", + "plt.xlabel('Cost')\n", + "plt.ylabel('Density')\n", "plt.show()\n", "\n", - "# Plot a stacked bar chart\n", - "sim_violated_f.plot(kind='bar', stacked=True)\n", - "plt.title('Average simulation norm violations')\n", - "plt.xlabel('Simulation Run')\n", - "plt.ylabel('Average norm violations')\n", + "data = costs_from_violations\n", + "\n", + "shape, loc, scale = gamma.fit(data)\n", + "\n", + "x = np.linspace(min(data), max(data), 10000)\n", + "\n", + "pdf = gamma.pdf(x, shape, loc, scale)\n", + "\n", + "plt.hist(data, bins=30, density=True, alpha=0.5, label='Histogram of Costs from Violations Simulation')\n", + "plt.plot(x, pdf, 'r-', label='Gamma PDF')\n", + "plt.legend()\n", "plt.show()\n", "\n", - "#simulation at destination, avg timeto destination\n", - "plt.plot(at_dest_f)\n", - "plt.title('Average Steps to destination')\n", - "plt.xlabel('Simulation Run')\n", - "plt.ylabel('Steps ')\n", + "d, p_value = kstest(data, 'gamma', args=(shape, loc, scale))\n", + "print(f\"Kolmogorov-Smirnov test: D = {d}, p-value = {p_value}\")\n", + "mean = np.mean(data)\n", + "std_dev = np.std(data)\n", + "\n", + "percentiles = np.percentile(data, [25, 50, 75])\n", + "print(f\"Kolmogorov-Smirnov test: D = {d}, p-value = {p_value}\")\n", + "print(f\"Standard Deviation: {std_dev}\")\n", + "print(f\"25th percentile: {percentiles[0]}\")\n", + "print(f\"Median: {percentiles[1]}\")\n", + "print(f\"75th percentile: {percentiles[2]}\")\n", + "print(f\"KS statistic: {d}\")\n", + "print(f\"KS p-value: {p_value}\")\n", + "\n", + "\n", + "shape, loc, scale = lognorm.fit(data)\n", + "\n", + "pdf = lognorm.pdf(x, shape, loc, scale)\n", + "\n", + "plt.hist(data, bins=30, density=True, alpha=0.5, label='Histogram of Costs from Violations Simulation')\n", + "plt.plot(x, pdf, 'r-', label='Log-normal PDF')\n", + "plt.legend()\n", "plt.show()\n", "\n", + "d, p_value = kstest(data, 'lognorm', args=(shape, loc, scale))\n", + "mean = np.mean(data)\n", + "std_dev = np.std(data)\n", + "\n", + "percentiles = np.percentile(data, [25, 50, 75])\n", + "print(f\"Kolmogorov-Smirnov test: D = {d}, p-value = {p_value}\")\n", + "print(f\"Standard Deviation: {std_dev}\")\n", + "print(f\"25th percentile: {percentiles[0]}\")\n", + "print(f\"Median: {percentiles[1]}\")\n", + "print(f\"75th percentile: {percentiles[2]}\")\n", + "print(f\"KS statistic: {d}\")\n", + "print(f\"KS p-value: {p_value}\")\n", + "\n", + "\n", + "\n", + "at_dest_f = np.array(at_dest_f)\n", + "sns.histplot(at_dest_f, kde=True)\n", + "plt.title('Distribution of Average Steps to Destination')\n", + "plt.xlabel('Steps')\n", + "plt.ylabel('Density')\n", + "plt.show()\n", + "\n", + "mean = np.mean(at_dest_f)\n", + "std_dev = np.std(at_dest_f)\n", + "percentiles = np.percentile(at_dest_f, [25, 50, 75])\n", + "print(f\"Mean: {mean}\")\n", + "print(f\"Standard Deviation: {std_dev}\")\n", + "print(f\"25th percentile: {percentiles[0]}\")\n", + "print(f\"Median: {percentiles[1]}\")\n", + "print(f\"75th percentile: {percentiles[2]}\")\n", + "#skewness\n", + "skewness = (3*(mean - np.median(at_dest_f)))/std_dev\n", + "print(f\"Skewness: {skewness}\")\n", + "#kurtosis\n", + "kurtosis = (np.mean((at_dest_f - np.mean(at_dest_f))**4)/(np.mean((at_dest_f - np.mean(at_dest_f))**2)))-3\n", + "print(f\"Kurtosis: {kurtosis}\")\n", + "\n", + "\n", + "pdf_lognorm = lognorm.pdf(x, shape, loc, scale)\n", + "\n", + "mean, std_dev = np.mean(data), np.std(data)\n", + "pdf_gaussian = norm.pdf(x, mean, std_dev)\n", + "\n", + "plt.hist(data, bins=30, density=True, alpha=0.5, label='Distirbution of Costs from Violations Simulation')\n", + "plt.plot(x, pdf_gaussian, 'b-', label='Gaussian PDF')\n", + "plt.legend()\n", + "plt.show()\n", + "\n", + "d, p_value = kstest(data, 'norm', args=(mean, std_dev))\n", + "print(f\"Kolmogorov-Smirnov test: D = {d}, p-value = {p_value}\")\n", + "\n", + "print(f\"The mean of the normal distribution is {mean}\")\n", + "print(f\"The 25th percentile of the normal distribution is {norm.ppf(0.25, mean, std_dev)}\")\n", + "print(f\"The 50th percentile of the normal distribution is {norm.ppf(0.50, mean, std_dev)}\")\n", + "print(f\"The 75th percentile of the normal distribution is {norm.ppf(0.75, mean, std_dev)}\")\n", + "print(f\"The 95th percentile of the normal distribution is {norm.ppf(0.95, mean, std_dev)}\")\n", + "print(f\"The 99th percentile of the normal distribution is {norm.ppf(0.99, mean, std_dev)}\")\n", + "\n", + "\n", "\n", "\n", + "\n", + "df = pd.DataFrame({\n", + " 'costs_from_violations_smooth': costs_from_violations,\n", + " 'at_dest_f': at_dest_f\n", + "})\n", + "\n", + "correlation = df['costs_from_violations_smooth'].corr(df['at_dest_f'])\n", + "\n", + "print(f\"The correlation between 'costs_from_violations_smooth' and 'at_dest_f' is {correlation}\")\n", + "violation_counts = sim_violated_f.sum()\n", + "\n", + "\n", + "plt.pie(violation_counts, autopct='%1.1f%%')\n", + "\n", + "plt.title('Violation Count')\n", + "\n", + "plt.legend(violation_counts.index, title=\"Violations\", loc=\"best\")\n", + "\n", + "plt.show()\n", + "\n", "\n" ] }, @@ -6945,7 +64441,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## 10 Agents to 4 Transfer" + "## 10 Agents" ] }, { @@ -6953,6 +64449,31546 @@ "execution_count": null, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generation 1/300\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Overriding environment TrafficJunction4-v0\u001b[0m\n", + " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n", + "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", + " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Solving for Nash Equilibrium in Generation 1/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + 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+ "Episode 99/100\n", + "Episode 100/100\n", + "2100\n", + "Generation 22/300\n", + "Solving for Nash Equilibrium in Generation 22/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + 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1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + 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48/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + 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+ "Episode 99/100\n", + "Episode 100/100\n", + "10300\n", + "Generation 104/300\n", + "Solving for Nash Equilibrium in Generation 104/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + 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100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + 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Generation 127/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 130/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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133/300\n", + "Solving for Nash Equilibrium in Generation 133/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "13500\n", + "Generation 136/300\n", + "Solving for Nash Equilibrium in Generation 136/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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"Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 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99/100\n", + "Episode 100/100\n", + "13800\n", + "Generation 139/300\n", + "Solving for Nash Equilibrium in Generation 139/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 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Generation 162/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 165/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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100/100\n", + "17000\n", + "Generation 171/300\n", + "Solving for Nash Equilibrium in Generation 171/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "17600\n", + "Generation 177/300\n", + "Solving for Nash Equilibrium in Generation 177/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 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Generation 197/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 200/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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203/300\n", + "Solving for Nash Equilibrium in Generation 203/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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"Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 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100/100\n", + "20500\n", + "Generation 206/300\n", + "Solving for Nash Equilibrium in Generation 206/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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"Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 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Generation 232/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 235/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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+ "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "23500\n", + "Generation 236/300\n", + "Solving for Nash Equilibrium in Generation 236/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + 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238/300\n", + "Solving for Nash Equilibrium in Generation 238/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "24000\n", + "Generation 241/300\n", + "Solving for Nash Equilibrium in Generation 241/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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99/100\n", + "Episode 100/100\n", + "24300\n", + "Generation 244/300\n", + "Solving for Nash Equilibrium in Generation 244/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 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"Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 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"Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "24600\n", + "Generation 247/300\n", + "Solving for Nash Equilibrium in Generation 247/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 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"Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 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Generation 267/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 270/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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273/300\n", + "Solving for Nash Equilibrium in Generation 273/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "27500\n", + "Generation 276/300\n", + "Solving for Nash Equilibrium in Generation 276/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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99/100\n", + "Episode 100/100\n", + "27800\n", + "Generation 279/300\n", + "Solving for Nash Equilibrium in Generation 279/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 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+ "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "27900\n", + "Generation 280/300\n", + "Solving for Nash Equilibrium in Generation 280/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 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"Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "28100\n", + "Generation 282/300\n", + "Solving for Nash Equilibrium in Generation 282/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 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"Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 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"Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 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"Episode 216 done\n", + "Episode 217 done\n", + "Episode 217 done\n", + "Total steps: 19\n", + "Episode 218 done\n", + "Episode 219 done\n", + "Episode 220 done\n", + "Episode 221 done\n", + "Episode 222 done\n", + "Episode 223 done\n", + "Episode 224 done\n", + "Episode 225 done\n", + "Episode 226 done\n", + "Episode 227 done\n", + "Episode 228 done\n", + "Episode 229 done\n", + "Episode 230 done\n", + "Episode 231 done\n", + "Episode 232 done\n", + "Episode 233 done\n", + "Episode 234 done\n", + "Episode 235 done\n", + "Episode 236 done\n", + "Episode 237 done\n", + "Episode 238 done\n", + "Episode 239 done\n", + "Episode 240 done\n", + "Episode 241 done\n", + "Episode 242 done\n", + "Episode 243 done\n", + "Episode 244 done\n", + "Episode 245 done\n", + "Episode 246 done\n", + "Episode 247 done\n", + "Episode 248 done\n", + "Episode 249 done\n", + "Episode 250 done\n", + "Episode 251 done\n", + "Episode 252 done\n", + "Episode 253 done\n", + "Episode 254 done\n", + "Episode 255 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32/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + 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Generation 114/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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"Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 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120/300\n", + "Solving for Nash Equilibrium in Generation 120/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "12200\n", + "Generation 123/300\n", + "Solving for Nash Equilibrium in Generation 123/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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+ "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "14400\n", + "Generation 145/300\n", + "Solving for Nash Equilibrium in Generation 145/300\n", "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/keras/src/engine/training_v1.py:2359: UserWarning: `Model.state_updates` will be removed in a future version. 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"Episode 9/10\n", - "Episode 10/10\n", - "Generation 4/10\n", - "Solving for Nash Equilibrium in Generation 4/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 5/10\n", - "Solving for Nash Equilibrium in Generation 5/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 6/10\n", - "Solving for Nash Equilibrium in Generation 6/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 7/10\n", - "Solving for Nash Equilibrium in Generation 7/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 8/10\n", - "Solving for Nash Equilibrium in Generation 8/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 9/10\n", - "Solving for Nash Equilibrium in Generation 9/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 10/10\n", - "Solving for Nash Equilibrium in Generation 10/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Running Computed Policies\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Episode 0 done\n", - "Episode 1 done\n", - "Episode 2 done\n", - "Episode 3 done\n", - "Episode 4 done\n", - "Episode 4 done\n", - "Total steps: 1\n", - "Episode 5 done\n", - "Episode 6 done\n", - "Episode 7 done\n", - "Episode 8 done\n", - "Episode 9 done\n", - " seed step_collisions not_on_track yield_violations \\\n", - "0 42.0 0.0 14.0 0.0 \n", - "1 42.0 0.0 8.0 0.0 \n", - "2 42.0 0.0 8.0 0.0 \n", - "3 42.0 0.0 8.0 0.0 \n", - "4 42.0 0.0 4.0 0.0 \n", - "5 42.0 0.0 19.0 0.0 \n", - "6 42.0 0.0 8.0 0.0 \n", - "7 42.0 0.0 8.0 0.0 \n", - "8 42.0 1.0 12.0 0.0 \n", - "9 42.0 0.0 7.0 0.0 \n", - "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 188.0 \n", - "1 0.0 118.0 \n", - "2 0.0 118.0 \n", - "3 0.0 118.0 \n", - "4 0.0 0.0 \n", - "5 0.0 282.0 \n", - "6 0.0 118.0 \n", - "7 0.0 118.0 \n", - "8 0.0 236.0 \n", - "9 0.0 142.0 \n", - "\n", - " total_violations_cost \n", - "0 -79.4 \n", - "1 -45.9 \n", - "2 -45.9 \n", - "3 -45.9 \n", - "4 -20.0 \n", - "5 -109.1 \n", - "6 -45.9 \n", - "7 -45.9 \n", - "8 -91.8 \n", - "9 -42.1 \n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Overriding environment TrafficJunction4-v0\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n", - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generation 1/10\n", - "Solving for Nash Equilibrium in Generation 1/10\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "14500\n", + "Generation 146/300\n", + "Solving for Nash Equilibrium in Generation 146/300\n", "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/keras/src/engine/training_v1.py:2359: UserWarning: `Model.state_updates` will be removed in a future version. 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9/10\n", - "Episode 10/10\n", - "Generation 7/10\n", - "Solving for Nash Equilibrium in Generation 7/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 8/10\n", - "Solving for Nash Equilibrium in Generation 8/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 9/10\n", - "Solving for Nash Equilibrium in Generation 9/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 10/10\n", - "Solving for Nash Equilibrium in Generation 10/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Running Computed Policies\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Episode 0 done\n", - "Episode 1 done\n", - "Episode 2 done\n", - "Episode 2 done\n", - "Total steps: 13\n", - "Episode 3 done\n", - "Episode 4 done\n", - "Episode 5 done\n", - "Episode 6 done\n", - "Episode 7 done\n", - "Episode 8 done\n", - "Episode 9 done\n", - " seed step_collisions not_on_track yield_violations \\\n", - "0 42.0 0.0 8.0 0.0 \n", - "1 42.0 0.0 7.0 0.0 \n", - "2 42.0 1.0 2.0 0.0 \n", - "3 42.0 0.0 14.0 0.0 \n", - "4 42.0 0.0 13.0 0.0 \n", - "5 42.0 0.0 24.0 0.0 \n", - "6 42.0 1.0 7.0 0.0 \n", - "7 42.0 0.0 18.0 0.0 \n", - "8 42.0 0.0 14.0 0.0 \n", - "9 42.0 0.0 7.0 0.0 \n", - "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 118.0 \n", - "1 0.0 142.0 \n", - "2 0.0 48.0 \n", - "3 0.0 188.0 \n", - "4 0.0 212.0 \n", - "5 0.0 376.0 \n", - "6 0.0 142.0 \n", - "7 0.0 306.0 \n", - "8 0.0 188.0 \n", - "9 0.0 142.0 \n", - "\n", - " total_violations_cost \n", - "0 -45.9 \n", - "1 -42.1 \n", - "2 -32.4 \n", - "3 -79.4 \n", - "4 -75.6 \n", - "5 -138.8 \n", - "6 -62.1 \n", - "7 -105.3 \n", - "8 -79.4 \n", - "9 -42.1 \n", - "here\n", - "([3001.5952000000016, 4102.5579000000025, 6481.339750000003, 6701.127499999986, 8950.818599999984, 10192.108349999986, 11073.238349999985, 12979.160299999987, 15990.34934999999, 17832.420349999993], seed step_collisions not_on_track yield_violations \\\n", - "0 1.0 3.0 20.0 1.0 \n", - "1 1.0 5.0 8.0 1.0 \n", - "2 1.0 4.0 12.0 1.0 \n", - "3 1.0 4.0 19.0 1.0 \n", - "4 1.0 5.0 21.0 3.0 \n", - "5 1.0 4.0 15.0 3.0 \n", - "6 1.0 5.0 20.0 3.0 \n", - "7 1.0 6.0 13.0 1.0 \n", - "8 1.0 4.0 20.0 2.0 \n", - "9 1.0 5.0 13.0 3.0 \n", - "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 675.0 \n", - "1 0.0 360.0 \n", - "2 0.0 436.0 \n", - "3 0.0 689.0 \n", - "4 0.0 1001.0 \n", - "5 0.0 647.0 \n", - "6 0.0 1013.0 \n", - "7 0.0 519.0 \n", - "8 0.0 669.0 \n", - "9 0.0 533.0 \n", - "\n", - " total_violations_cost \n", - "0 -195.75 \n", - "1 -160.00 \n", - "2 -163.80 \n", - "3 -211.45 \n", - "4 -261.05 \n", - "5 -193.35 \n", - "6 -256.65 \n", - "7 -212.95 \n", - "8 -217.45 \n", - "9 -197.65 )\n", - "here1\n", - "[3001.5952000000016, 4102.5579000000025, 6481.339750000003, 6701.127499999986, 8950.818599999984, 10192.108349999986, 11073.238349999985, 12979.160299999987, 15990.34934999999, 17832.420349999993]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Overriding environment TrafficJunction4-v0\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n", - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generation 1/10\n", - "Solving for Nash Equilibrium in Generation 1/10\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", 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Generation 176/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 179/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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182/300\n", + "Solving for Nash Equilibrium in Generation 182/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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100/100\n", + "18400\n", + "Generation 185/300\n", + "Solving for Nash Equilibrium in Generation 185/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "19000\n", + "Generation 191/300\n", + "Solving for Nash Equilibrium in Generation 191/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 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"Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 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Generation 211/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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"Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 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Nash Equilibrium in Generation 214/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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217/300\n", + "Solving for Nash Equilibrium in Generation 217/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 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"Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 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"Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 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Generation 246/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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Nash Equilibrium in Generation 249/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 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252/300\n", + "Solving for Nash Equilibrium in Generation 252/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + 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99/100\n", + "Episode 100/100\n", + "25700\n", + "Generation 258/300\n", + "Solving for Nash Equilibrium in Generation 258/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 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Generation 281/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 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`Model.state_updates` will be removed in a future version. This property should not be used in TensorFlow 2.0, as `updates` are applied automatically.\n", - " updates=self.state_updates,\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 2/10\n", - "Solving for Nash Equilibrium in Generation 2/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 3/10\n", - "Solving for Nash Equilibrium in Generation 3/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 4/10\n", - "Solving for Nash Equilibrium in Generation 4/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 5/10\n", - "Solving for Nash Equilibrium in Generation 5/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 6/10\n", - "Solving for Nash Equilibrium in Generation 6/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 7/10\n", - "Solving for Nash Equilibrium in Generation 7/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 8/10\n", - "Solving for Nash Equilibrium in Generation 8/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 9/10\n", - "Solving for Nash Equilibrium in Generation 9/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 10/10\n", - "Solving for Nash Equilibrium in Generation 10/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Running Computed Policies\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Episode 0 done\n", - "Episode 1 done\n", - "Episode 2 done\n", - "Episode 3 done\n", - "Episode 4 done\n", - "Episode 5 done\n", - "Episode 6 done\n", - "Episode 6 done\n", - "Total steps: 13\n", - "Episode 7 done\n", - "Episode 8 done\n", - "Episode 8 done\n", - "Total steps: 13\n", - "Episode 9 done\n", - "Episode 9 done\n", - "Total steps: 13\n", - " seed step_collisions not_on_track yield_violations \\\n", - "0 42.0 0.0 8.0 0.0 \n", - "1 42.0 0.0 13.0 0.0 \n", - "2 42.0 0.0 7.0 0.0 \n", - "3 42.0 1.0 6.0 0.0 \n", - "4 42.0 0.0 13.0 0.0 \n", - "5 42.0 0.0 8.0 0.0 \n", - "6 42.0 4.0 0.0 0.0 \n", - "7 42.0 0.0 13.0 0.0 \n", - "8 42.0 0.0 3.0 0.0 \n", - "9 42.0 0.0 1.0 0.0 \n", - "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 118.0 \n", - "1 0.0 212.0 \n", - "2 0.0 142.0 \n", - "3 0.0 166.0 \n", - "4 0.0 212.0 \n", - "5 0.0 118.0 \n", - "6 0.0 96.0 \n", - "7 0.0 212.0 \n", - "8 0.0 24.0 \n", - "9 0.0 72.0 \n", - "\n", - " total_violations_cost \n", - "0 -45.9 \n", - "1 -75.6 \n", - "2 -42.1 \n", - "3 -58.3 \n", - "4 -75.6 \n", - "5 -45.9 \n", - "6 -84.8 \n", - "7 -75.6 \n", - "8 -16.2 \n", - "9 -8.6 \n", - "here\n", - "([333.0485499999994, 2578.5020000000004, 3026.334050000007, 17151.488611111163, 4213.272900000007, 24020.01555555559, 2817.4908500000074, 1725.2031500000078, 2816.349650000008, 5842.494050000009], seed step_collisions not_on_track yield_violations \\\n", - "0 2.0 5.0 18.0 0.0 \n", - "1 2.0 4.0 20.0 1.0 \n", - "2 2.0 7.0 12.0 4.0 \n", - "3 2.0 5.0 16.0 1.0 \n", - "4 2.0 4.0 22.0 1.0 \n", - "5 2.0 6.0 14.0 3.0 \n", - "6 2.0 3.0 10.0 0.0 \n", - "7 2.0 5.0 24.0 3.0 \n", - "8 2.0 7.0 9.0 2.0 \n", - "9 2.0 3.0 20.0 0.0 \n", - "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 422.0 \n", - "1 0.0 663.0 \n", - "2 0.0 881.0 \n", - "3 0.0 642.0 \n", - "4 0.0 613.0 \n", - "5 0.0 679.0 \n", - "6 0.0 316.0 \n", - "7 0.0 891.0 \n", - "8 0.0 338.0 \n", - "9 0.0 675.0 \n", - "\n", - " total_violations_cost \n", - "0 -211.10 \n", - "1 -215.15 \n", - "2 -252.05 \n", - "3 -214.10 \n", - "4 -222.65 \n", - "5 -229.95 \n", - "6 -125.80 \n", - "7 -270.55 \n", - "8 -205.90 \n", - "9 -193.75 )\n", - "here1\n", - "[333.0485499999994, 2578.5020000000004, 3026.334050000007, 17151.488611111163, 4213.272900000007, 24020.01555555559, 2817.4908500000074, 1725.2031500000078, 2816.349650000008, 5842.494050000009]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Overriding environment TrafficJunction4-v0\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n", - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generation 1/10\n", - "Solving for Nash Equilibrium in Generation 1/10\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "28900\n", + "Generation 290/300\n", + "Solving for Nash Equilibrium in Generation 290/300\n", "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/keras/src/engine/training_v1.py:2359: UserWarning: `Model.state_updates` will be removed in a future version. 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"Episode 10/10\n", - "Generation 7/10\n", - "Solving for Nash Equilibrium in Generation 7/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 8/10\n", - "Solving for Nash Equilibrium in Generation 8/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 9/10\n", - "Solving for Nash Equilibrium in Generation 9/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Generation 10/10\n", - "Solving for Nash Equilibrium in Generation 10/10\n", - "Computing Nash Equilibrium for 100 matches\n", - "Episode 1/10\n", - "Episode 2/10\n", - "Episode 3/10\n", - "Episode 4/10\n", - "Episode 5/10\n", - "Episode 6/10\n", - "Episode 7/10\n", - "Episode 8/10\n", - "Episode 9/10\n", - "Episode 10/10\n", - "Running Computed Policies\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Episode 0 done\n", - "Episode 1 done\n", - "Episode 2 done\n", - "Episode 3 done\n", - "Episode 4 done\n", - "Episode 5 done\n", - "Episode 5 done\n", - "Total steps: 13\n", - "Episode 6 done\n", - "Episode 7 done\n", - "Episode 8 done\n", - "Episode 9 done\n", - "Episode 9 done\n", - "Total steps: 13\n", - " seed step_collisions not_on_track yield_violations \\\n", - "0 42.0 1.0 7.0 0.0 \n", - "1 42.0 1.0 6.0 0.0 \n", - "2 42.0 0.0 12.0 0.0 \n", - "3 42.0 0.0 12.0 0.0 \n", - "4 42.0 0.0 8.0 0.0 \n", - "5 42.0 1.0 2.0 0.0 \n", - "6 42.0 0.0 8.0 0.0 \n", - "7 42.0 0.0 12.0 0.0 \n", - "8 42.0 1.0 7.0 0.0 \n", - "9 42.0 1.0 2.0 0.0 \n", - "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 142.0 \n", - "1 0.0 166.0 \n", - "2 0.0 236.0 \n", - "3 0.0 236.0 \n", - "4 0.0 118.0 \n", - "5 0.0 48.0 \n", - "6 0.0 118.0 \n", - "7 0.0 236.0 \n", - "8 0.0 142.0 \n", - "9 0.0 48.0 \n", - "\n", - " total_violations_cost \n", - "0 -62.1 \n", - "1 -58.3 \n", - "2 -71.8 \n", - "3 -71.8 \n", - "4 -45.9 \n", - "5 -32.4 \n", - "6 -45.9 \n", - "7 -71.8 \n", - "8 -62.1 \n", - "9 -32.4 \n", - "here\n", - "([2064.427600000002, 3184.9379000000017, 5206.963000000002, 6515.829050000002, 9333.194000000003, 11958.051350000002, 13805.627550000005, 15036.535450000005, 17981.56380000001, 20019.83765000001], seed step_collisions not_on_track yield_violations \\\n", - "0 3.0 4.0 15.0 2.0 \n", - "1 3.0 5.0 14.0 2.0 \n", - "2 3.0 6.0 10.0 1.0 \n", - "3 3.0 8.0 2.0 4.0 \n", - "4 3.0 6.0 14.0 3.0 \n", - "5 3.0 6.0 9.0 1.0 \n", - "6 3.0 5.0 24.0 4.0 \n", - "7 3.0 3.0 13.0 3.0 \n", - "8 3.0 4.0 9.0 2.0 \n", - "9 3.0 5.0 21.0 3.0 \n", - "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 649.0 \n", - "1 0.0 679.0 \n", - "2 0.0 312.0 \n", - "3 0.0 192.0 \n", - "4 0.0 675.0 \n", - "5 0.0 498.0 \n", - "6 0.0 1405.0 \n", - "7 0.0 697.0 \n", - "8 0.0 512.0 \n", - "9 0.0 979.0 \n", - "\n", - " total_violations_cost \n", - "0 -191.45 \n", - "1 -207.95 \n", - "2 -187.60 \n", - "3 -187.60 \n", - "4 -229.75 \n", - "5 -191.90 \n", - "6 -298.25 \n", - "7 -165.85 \n", - "8 -154.60 \n", - "9 -259.95 )\n", - "here1\n", - "[2064.427600000002, 3184.9379000000017, 5206.963000000002, 6515.829050000002, 9333.194000000003, 11958.051350000002, 13805.627550000005, 15036.535450000005, 17981.56380000001, 20019.83765000001]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Overriding environment TrafficJunction4-v0\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n", - "/opt/homebrew/lib/python3.11/site-packages/gym/logger.py:34: UserWarning: \u001b[33mWARN: Box bound precision lowered by casting to float32\u001b[0m\n", - " warnings.warn(colorize(\"%s: %s\" % (\"WARN\", msg % args), \"yellow\"))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generation 1/10\n", - "Solving for Nash Equilibrium in Generation 1/10\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 40/100\n", + "Episode 41/100\n", + "Episode 42/100\n", + "Episode 43/100\n", + "Episode 44/100\n", + "Episode 45/100\n", + "Episode 46/100\n", + "Episode 47/100\n", + "Episode 48/100\n", + "Episode 49/100\n", + "Episode 50/100\n", + "Episode 51/100\n", + "Episode 52/100\n", + "Episode 53/100\n", + "Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "29000\n", + "Generation 291/300\n", + "Solving for Nash Equilibrium in Generation 291/300\n", "Computing Nash Equilibrium for 100 matches\n", - 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"Generation 295/300\n", + "Solving for Nash Equilibrium in Generation 295/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 39/100\n", + "Episode 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100/100\n", + "29700\n", + "Generation 298/300\n", + "Solving for Nash Equilibrium in Generation 298/300\n", + "Computing Nash Equilibrium for 100 matches\n", + "Episode 1/100\n", + "Episode 2/100\n", + "Episode 3/100\n", + "Episode 4/100\n", + "Episode 5/100\n", + "Episode 6/100\n", + "Episode 7/100\n", + "Episode 8/100\n", + "Episode 9/100\n", + "Episode 10/100\n", + "Episode 11/100\n", + "Episode 12/100\n", + "Episode 13/100\n", + "Episode 14/100\n", + "Episode 15/100\n", + "Episode 16/100\n", + "Episode 17/100\n", + "Episode 18/100\n", + "Episode 19/100\n", + "Episode 20/100\n", + "Episode 21/100\n", + "Episode 22/100\n", + "Episode 23/100\n", + "Episode 24/100\n", + "Episode 25/100\n", + "Episode 26/100\n", + "Episode 27/100\n", + "Episode 28/100\n", + "Episode 29/100\n", + "Episode 30/100\n", + "Episode 31/100\n", + "Episode 32/100\n", + "Episode 33/100\n", + "Episode 34/100\n", + "Episode 35/100\n", + "Episode 36/100\n", + "Episode 37/100\n", + "Episode 38/100\n", + "Episode 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"Episode 54/100\n", + "Episode 55/100\n", + "Episode 56/100\n", + "Episode 57/100\n", + "Episode 58/100\n", + "Episode 59/100\n", + "Episode 60/100\n", + "Episode 61/100\n", + "Episode 62/100\n", + "Episode 63/100\n", + "Episode 64/100\n", + "Episode 65/100\n", + "Episode 66/100\n", + "Episode 67/100\n", + "Episode 68/100\n", + "Episode 69/100\n", + "Episode 70/100\n", + "Episode 71/100\n", + "Episode 72/100\n", + "Episode 73/100\n", + "Episode 74/100\n", + "Episode 75/100\n", + "Episode 76/100\n", + "Episode 77/100\n", + "Episode 78/100\n", + "Episode 79/100\n", + "Episode 80/100\n", + "Episode 81/100\n", + "Episode 82/100\n", + "Episode 83/100\n", + "Episode 84/100\n", + "Episode 85/100\n", + "Episode 86/100\n", + "Episode 87/100\n", + "Episode 88/100\n", + "Episode 89/100\n", + "Episode 90/100\n", + "Episode 91/100\n", + "Episode 92/100\n", + "Episode 93/100\n", + "Episode 94/100\n", + "Episode 95/100\n", + "Episode 96/100\n", + "Episode 97/100\n", + "Episode 98/100\n", + "Episode 99/100\n", + "Episode 100/100\n", + "30000\n", + "Running Computed Policies\n", "Episode 0 done\n", "Episode 1 done\n", "Episode 2 done\n", @@ -8144,84 +127213,320 @@ "Episode 7 done\n", "Episode 8 done\n", "Episode 9 done\n", - " seed step_collisions not_on_track yield_violations \\\n", - "0 42.0 0.0 6.0 0.0 \n", - "1 42.0 0.0 12.0 0.0 \n", - "2 42.0 0.0 14.0 0.0 \n", - "3 42.0 0.0 13.0 0.0 \n", - "4 42.0 1.0 7.0 0.0 \n", - "5 42.0 1.0 7.0 0.0 \n", - "6 42.0 0.0 9.0 0.0 \n", - "7 42.0 0.0 8.0 0.0 \n", - "8 42.0 2.0 6.0 0.0 \n", - "9 42.0 0.0 8.0 0.0 \n", - "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 166.0 \n", - "1 0.0 236.0 \n", - "2 0.0 188.0 \n", - "3 0.0 212.0 \n", - "4 0.0 142.0 \n", - "5 0.0 142.0 \n", - "6 0.0 94.0 \n", - "7 0.0 118.0 \n", - "8 0.0 166.0 \n", - "9 0.0 118.0 \n", - "\n", - " total_violations_cost \n", - "0 -38.3 \n", - "1 -71.8 \n", - "2 -79.4 \n", - "3 -75.6 \n", - "4 -62.1 \n", - "5 -62.1 \n", - "6 -49.7 \n", - "7 -45.9 \n", - "8 -78.3 \n", - "9 -45.9 \n", - "here\n", - "([1402.2654999999988, 2524.876699999998, 3971.5589999999966, 6464.942549999997, 9316.507349999996, 11153.124199999995, 12856.672999999992, 14546.66429999999, 16283.509499999991, 18864.406099999993], seed step_collisions not_on_track yield_violations \\\n", - "0 4.0 3.0 15.0 1.0 \n", - "1 4.0 4.0 17.0 0.0 \n", - "2 4.0 3.0 8.0 3.0 \n", - "3 4.0 5.0 20.0 3.0 \n", - "4 4.0 5.0 18.0 0.0 \n", - "5 4.0 15.0 15.0 0.0 \n", - "6 4.0 5.0 5.0 1.0 \n", - "7 4.0 2.0 19.0 2.0 \n", - "8 4.0 6.0 23.0 0.0 \n", - "9 4.0 4.0 26.0 1.0 \n", - "\n", - " unncessary_brake_violations efficient_crossing_violations \\\n", - "0 0.0 502.0 \n", - "1 0.0 448.0 \n", - "2 0.0 524.0 \n", - "3 0.0 1212.0 \n", - "4 0.0 428.0 \n", - "5 0.0 508.0 \n", - "6 0.0 120.0 \n", - "7 0.0 1054.0 \n", - "8 0.0 593.0 \n", - "9 0.0 1013.0 \n", - "\n", - " total_violations_cost \n", - "0 -162.10 \n", - "1 -187.40 \n", - "2 -132.20 \n", - "3 -266.60 \n", - "4 -211.40 \n", - "5 -400.40 \n", - "6 -133.00 \n", - "7 -191.70 \n", - "8 -264.65 \n", - "9 -262.65 )\n", - "here1\n", - "[1402.2654999999988, 2524.876699999998, 3971.5589999999966, 6464.942549999997, 9316.507349999996, 11153.124199999995, 12856.672999999992, 14546.66429999999, 16283.509499999991, 18864.406099999993]\n" + "Episode 10 done\n", + "Episode 11 done\n", + "Episode 12 done\n", + "Episode 13 done\n", + "Episode 14 done\n", + "Episode 15 done\n", + "Episode 16 done\n", + "Episode 17 done\n", + "Episode 18 done\n", + "Episode 19 done\n", + "Episode 20 done\n", + "Episode 21 done\n", + "Episode 22 done\n", + "Episode 23 done\n", + "Episode 24 done\n", + "Episode 25 done\n", + "Episode 26 done\n", + "Episode 26 done\n", + "Total steps: 19\n", + "Episode 27 done\n", + "Episode 28 done\n", + "Episode 29 done\n", + "Episode 30 done\n", + "Episode 31 done\n", + "Episode 32 done\n", + "Episode 33 done\n", + "Episode 34 done\n", + "Episode 35 done\n", + "Episode 36 done\n", + "Episode 37 done\n", + "Episode 38 done\n", + "Episode 39 done\n", + "Episode 40 done\n", + "Episode 41 done\n", + "Episode 42 done\n", + "Episode 43 done\n", + "Episode 44 done\n", + "Episode 45 done\n", + "Episode 46 done\n", + "Episode 47 done\n", + "Episode 48 done\n", + "Episode 49 done\n", + "Episode 50 done\n", + "Episode 51 done\n", + "Episode 52 done\n", + "Episode 53 done\n", + "Episode 54 done\n", + "Episode 55 done\n", + "Episode 56 done\n", + "Episode 57 done\n", + "Episode 58 done\n", + "Episode 59 done\n", + "Episode 60 done\n", + "Episode 61 done\n", + "Episode 62 done\n", + "Episode 63 done\n", + "Episode 64 done\n", + "Episode 65 done\n", + "Episode 66 done\n", + "Episode 67 done\n", + "Episode 68 done\n", + "Episode 69 done\n", + "Episode 70 done\n", + "Episode 71 done\n", + "Episode 72 done\n", + "Episode 73 done\n", + "Episode 74 done\n", + "Episode 75 done\n", + "Episode 76 done\n", + "Episode 77 done\n", + "Episode 78 done\n", + "Episode 79 done\n", + "Episode 80 done\n", + "Episode 81 done\n", + "Episode 82 done\n", + "Episode 83 done\n", + "Episode 84 done\n", + "Episode 85 done\n", + "Episode 86 done\n", + "Episode 87 done\n", + "Episode 88 done\n", + "Episode 89 done\n", + "Episode 90 done\n", + "Episode 91 done\n", + "Episode 92 done\n", + "Episode 93 done\n", + "Episode 94 done\n", + "Episode 95 done\n", + "Episode 96 done\n", + "Episode 97 done\n", + "Episode 98 done\n", + "Episode 99 done\n", + "Episode 100 done\n", + "Episode 101 done\n", + "Episode 102 done\n", + "Episode 103 done\n", + "Episode 104 done\n", + "Episode 105 done\n", + "Episode 106 done\n", + "Episode 107 done\n", + "Episode 108 done\n", + "Episode 109 done\n", + "Episode 110 done\n", + "Episode 111 done\n", + "Episode 112 done\n", + "Episode 113 done\n", + "Episode 114 done\n", + "Episode 115 done\n", + "Episode 116 done\n", + "Episode 117 done\n", + "Episode 118 done\n", + "Episode 119 done\n", + "Episode 120 done\n", + "Episode 121 done\n", + "Episode 122 done\n", + "Episode 123 done\n", + "Episode 124 done\n", + "Episode 125 done\n", + "Episode 126 done\n", + "Episode 127 done\n", + "Episode 128 done\n", + "Episode 129 done\n", + "Episode 130 done\n", + "Episode 131 done\n", + "Episode 132 done\n", + "Episode 133 done\n", + "Episode 134 done\n", + "Episode 135 done\n", + "Episode 136 done\n", + "Episode 137 done\n", + "Episode 138 done\n", + "Episode 139 done\n", + "Episode 140 done\n", + "Episode 141 done\n", + "Episode 142 done\n", + "Episode 143 done\n", + "Episode 144 done\n", + "Episode 145 done\n", + "Episode 146 done\n", + "Episode 147 done\n", + "Episode 148 done\n", + "Episode 149 done\n", + "Episode 150 done\n", + "Episode 151 done\n", + "Episode 152 done\n", + "Episode 153 done\n", + "Episode 154 done\n", + "Episode 155 done\n", + "Episode 156 done\n", + "Episode 157 done\n", + "Episode 158 done\n", + "Episode 159 done\n", + "Episode 160 done\n", + "Episode 161 done\n", + "Episode 162 done\n", + "Episode 163 done\n", + "Episode 164 done\n", + "Episode 165 done\n", + "Episode 166 done\n", + "Episode 167 done\n", + "Episode 168 done\n", + "Episode 169 done\n", + "Episode 170 done\n", + "Episode 171 done\n", + "Episode 172 done\n", + "Episode 173 done\n", + "Episode 174 done\n", + "Episode 175 done\n", + "Episode 176 done\n", + "Episode 177 done\n", + "Episode 178 done\n", + "Episode 179 done\n", + "Episode 180 done\n", + "Episode 181 done\n", + "Episode 182 done\n", + "Episode 183 done\n", + "Episode 184 done\n", + "Episode 185 done\n", + "Episode 186 done\n", + "Episode 187 done\n", + "Episode 188 done\n", + "Episode 189 done\n", + "Episode 189 done\n", + "Total steps: 16\n", + "Episode 190 done\n", + "Episode 191 done\n", + "Episode 192 done\n", + "Episode 193 done\n", + "Episode 194 done\n", + "Episode 195 done\n", + "Episode 196 done\n", + "Episode 197 done\n", + "Episode 198 done\n", + "Episode 199 done\n", + "Episode 200 done\n", + "Episode 200 done\n", + "Total steps: 18\n", + "Episode 201 done\n", + "Episode 202 done\n", + "Episode 203 done\n", + "Episode 204 done\n", + "Episode 205 done\n", + "Episode 206 done\n", + "Episode 207 done\n", + "Episode 208 done\n", + "Episode 209 done\n", + "Episode 210 done\n", + "Episode 211 done\n", + "Episode 212 done\n", + "Episode 213 done\n", + "Episode 214 done\n", + "Episode 215 done\n", + "Episode 216 done\n", + "Episode 217 done\n", + "Episode 218 done\n", + "Episode 219 done\n", + "Episode 220 done\n", + "Episode 221 done\n", + "Episode 222 done\n", + "Episode 223 done\n", + "Episode 224 done\n", + "Episode 225 done\n", + "Episode 226 done\n", + "Episode 227 done\n", + "Episode 228 done\n", + "Episode 229 done\n", + "Episode 230 done\n", + "Episode 231 done\n", + "Episode 232 done\n", + "Episode 233 done\n", + "Episode 234 done\n", + "Episode 235 done\n", + "Episode 236 done\n", + "Episode 237 done\n", + "Episode 238 done\n", + "Episode 239 done\n", + "Episode 240 done\n", + "Episode 241 done\n", + "Episode 242 done\n", + "Episode 243 done\n", + "Episode 244 done\n", + "Episode 245 done\n", + "Episode 246 done\n", + "Episode 247 done\n", + "Episode 248 done\n", + "Episode 249 done\n", + "Episode 250 done\n", + "Episode 251 done\n", + "Episode 252 done\n", + "Episode 253 done\n", + "Episode 254 done\n", + "Episode 255 done\n", + "Episode 256 done\n", + "Episode 257 done\n", + "Episode 258 done\n", + "Episode 259 done\n", + "Episode 260 done\n", + "Episode 261 done\n", + "Episode 262 done\n", + "Episode 263 done\n", + "Episode 264 done\n", + "Episode 265 done\n", + "Episode 266 done\n", + "Episode 267 done\n", + "Episode 268 done\n", + "Episode 269 done\n", + "Episode 270 done\n", + "Episode 271 done\n", + "Episode 272 done\n", + "Episode 273 done\n", + "Episode 274 done\n", + "Episode 275 done\n", + "Episode 276 done\n", + "Episode 277 done\n", + "Episode 278 done\n", + "Episode 279 done\n", + "Episode 280 done\n", + "Episode 281 done\n", + "Episode 282 done\n", + "Episode 283 done\n", + "Episode 284 done\n", + "Episode 285 done\n", + "Episode 286 done\n", + "Episode 287 done\n", + "Episode 288 done\n", + "Episode 289 done\n", + "Episode 290 done\n", + "Episode 291 done\n", + "Episode 292 done\n", + "Episode 293 done\n", + "Episode 294 done\n", + "Episode 295 done\n", + "Episode 296 done\n", + "Episode 297 done\n", + "Episode 298 done\n", + "Episode 299 done\n", + "Last results: [712092.825, 525704.55, 799779.35, 1554061.75, 1800809.95, 2528984.35, 3473950.35, 4200421.575, 4693355.525, 5169474.775, 5179466.875, 5431516.375, 5486116.25, 5950513.65, 6411364.375, 7334111.25, 7859529.525, 7894958.55, 7520506.375, 7565203.275, 7873747.425, 8143686.2, 7267643.6, 7567324.425, 8069713.025, 8123335.375, 8352783.6, 8641031.15, 9118999.775, 9829130.0, 10610877.325, 10906215.95, 11212692.2, 11109878.475, 10687049.75, 10982452.475, 11268465.399999999, 11931275.774999999, 12868534.75, 12465003.05, 12928329.875, 13190195.825, 12983587.25, 13452065.925, 13749365.0, 13619689.2, 13757516.925, 13548075.524999999, 12518561.275, 12339746.4, 13073603.075, 13339017.925, 13370705.600000001, 14069051.55, 13928867.425, 14161720.875, 14479366.25, 15454520.399999999, 15280546.049999999, 15290962.825, 14932101.125, 15687522.524999999, 15045732.45, 15333360.375, 15607712.675, 15702078.125, 15545875.575, 15596201.95, 15866637.275, 16602180.175, 17311799.175, 18699089.55, 19572640.575, 18911291.5, 20099345.825000003, 20797047.25, 21508930.0, 22619129.299999997, 22671490.975, 22437939.525, 23407649.875, 23887715.4, 24401438.75, 25104130.2, 25149106.799999997, 24759294.45, 24575463.675, 24876393.15, 24677480.575, 24951546.549999997, 24546474.1, 23896766.075, 24213280.35, 24325211.85, 24141508.525, 24578903.75, 24627421.525, 25283217.6, 25593031.575, 25676502.45]\n", + "Last results series: 0 7.120928e+05\n", + "1 6.181531e+05\n", + "2 6.796664e+05\n", + "3 9.035394e+05\n", + "4 1.088782e+06\n", + " ... \n", + "95 1.660667e+07\n", + "96 1.676820e+07\n", + "97 1.693895e+07\n", + "98 1.711177e+07\n", + "99 1.728211e+07\n", + "Length: 100, dtype: float64\n" ] }, { "data": { - "image/png": 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", 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", 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", + "image/png": 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", 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", + "image/png": 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", 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", + "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "Kolmogorov-Smirnov test: D = 0.03232721149215734, p-value = 0.9022852830922347\n", + "Kolmogorov-Smirnov test: D = 0.03232721149215734, p-value = 0.9022852830922347\n", + "Standard Deviation: 13207.866139082189\n", + "25th percentile: 16677.5625\n", + "Median: 24325.125\n", + "75th percentile: 33314.0625\n", + "KS statistic: 0.03232721149215734\n", + "KS p-value: 0.9022852830922347\n" + ] }, { "data": { - "image/png": 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "Kolmogorov-Smirnov test: D = 0.03425989340297442, p-value = 0.8607214179576708\n", + "Standard Deviation: 13207.866139082189\n", + "25th percentile: 16677.5625\n", + "Median: 24325.125\n", + "75th percentile: 33314.0625\n", + "KS statistic: 0.03425989340297442\n", + "KS p-value: 0.8607214179576708\n" + ] }, { "data": { - "image/png": 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", + "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean: 196.67166666666665\n", + "Standard Deviation: 17.06022754505018\n", + "25th percentile: 200.0\n", + "Median: 200.0\n", + "75th percentile: 200.0\n", + "Skewness: -0.5852794151562809\n", + "Kurtosis: 7364.525090559289\n" + ] }, { "data": { - "image/png": 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "Kolmogorov-Smirnov test: D = 0.07126659690274201, p-value = 0.09044153881518513\n", + "The mean of the normal distribution is 26183.168333333335\n", + "The 25th percentile of the normal distribution is 17274.5980005605\n", + "The 50th percentile of the normal distribution is 26183.168333333335\n", + "The 75th percentile of the normal distribution is 35091.73866610617\n", + "The 95th percentile of the normal distribution is 47908.174856492216\n", + "The 99th percentile of the normal distribution is 56909.2596466032\n", + "The correlation between 'costs_from_violations_smooth' and 'at_dest_f' is 0.196374330382139\n" + ] }, { "data": { - "image/png": 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", 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" ] @@ -8341,27 +127660,26 @@ } ], "source": [ - "avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f, first_gen_results_f, middle_gen_results_f, last_gen_results_f = None, None, None, None, None, None, None\n", + "avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f, first_gen_results_f, middle_gen_results_f, last_gen_results_f, avg_episode_costs_f = None, None, None, None, None, None, None, None\n", "for seed in seeds:\n", - " avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results= simulation_10_to_4_agents(seed, False) \n", + " avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_costs = simulation_10_agents(seed, False) \n", " if seed == seeds[0]:\n", - " avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f, first_gen_results_f, middle_gen_results_f, last_gen_results_f= avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results\n", + " avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f, first_gen_results_f, middle_gen_results_f, last_gen_results_f, avg_episode_costs_f= avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_costs\n", " first_gen_results_f = [list(item) for item in first_gen_results_f]\n", " middle_gen_results_f = [list(item) for item in middle_gen_results_f]\n", " last_gen_results_f = [list(item) for item in last_gen_results_f]\n", + " \n", " else:\n", " avg_training_rewards_f = [sum(x) / 2 for x in zip(avg_training_rewards_f, avg_training_rewards)]\n", - " print(\"here\")\n", - " print(first_gen_results[0])\n", - " print(\"here1\")\n", - " print(first_gen_results[0][0])\n", - "\n", + " \n", + " avg_episode_costs_f = [sum(x) / 2 for x in zip(avg_episode_costs_f, avg_episode_costs)]\n", "\n", " first_gen_results_f[0][0] = [sum(x) / 2 for x in zip(first_gen_results_f[0][0], first_gen_results[0][0])]\n", " middle_gen_results_f[0][0] = [sum(x) / 2 for x in zip(middle_gen_results_f[0][0], middle_gen_results[0][0])]\n", " last_gen_results_f[0][0] = [sum(x) / 2 for x in zip(last_gen_results_f[0][0], last_gen_results[0][0])]\n", "\n", " avg_training_norm_violations_f = avg_training_norm_violations_f.add(avg_training_norm_violations).div(2)\n", + " \n", " first_gen_results_f[0][1] = first_gen_results_f[0][1].add(first_gen_results[0][1]).div(2)\n", " middle_gen_results_f[0][1] = middle_gen_results_f[0][1].add(middle_gen_results[0][1]).div(2)\n", " last_gen_results_f[0][1] = last_gen_results_f[0][1].add(last_gen_results[0][1]).div(2)\n", @@ -8370,10 +127688,16 @@ " at_dest_f = [sum(x) / 2 for x in zip(at_dest_f, at_dest)]\n", "\n", "#plot results\n", + "avg_results = pd.Series(avg_training_rewards_f).ewm(span=125).mean()\n", + "first_results = pd.Series(first_gen_results_f[0][0]).ewm(span=125).mean() \n", + "middle_results = pd.Series(middle_gen_results_f[0][0]).ewm(span=125).mean()\n", + "last_results = pd.Series(last_gen_results_f[0][0]).ewm(span=125).mean()\n", + "print(f\"Last results: {last_gen_results_f[0][0]}\")\n", + "print(f\"Last results series: {last_results}\")\n", "plt.plot(avg_training_rewards_f, label='Average training reward')\n", - "plt.plot(first_gen_results_f[0][0], label='First generation reward')\n", - "plt.plot(middle_gen_results_f[0][0], label='Middle generation reward')\n", - "plt.plot(last_gen_results_f[0][0], label='Last generation reward')\n", + "plt.plot(first_results, label='First generation reward')\n", + "plt.plot(middle_results, label='Middle generation reward')\n", + "plt.plot(last_results, label='Last generation reward')\n", "plt.legend()\n", "plt.title('Average training reward')\n", "plt.xlabel('Episodes')\n", @@ -8381,111 +127705,177 @@ "plt.show()\n", "\n", "\n", - "#training violations\n", - "costs_from_violations = copy.deepcopy(avg_training_norm_violations_f['total_violations_cost'])\n", - "avg_training_norm_violations_f.drop(columns=['seed'], inplace=True)\n", - "avg_training_norm_violations_f.drop(columns=['total_violations_cost'], inplace=True)\n", - "\n", - "#graph costs from violations\n", - "plt.plot(costs_from_violations)\n", - "plt.title('AVERAGE Costs from violations training')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", - "plt.show()\n", - "avg_training_norm_violations_f.plot(kind='bar', stacked=True)\n", - "plt.title('Average training norm violations')\n", + "avg_episode_costs_f = [-1 * x for x in avg_episode_costs_f]\n", + "avg_episode_costs_f = pd.Series(avg_episode_costs_f).ewm(span=125).mean()\n", + "first_gen_results_f[0][2] = [-1 * x for x in first_gen_results_f[0][2]]\n", + "first_gen_results_f[0][2] = pd.Series(first_gen_results_f[0][2]).ewm(span=125).mean()\n", + "middle_gen_results_f[0][2] = [-1 * x for x in middle_gen_results_f[0][2]]\n", + "middle_gen_results_f[0][2] = pd.Series(middle_gen_results_f[0][2]).ewm(span=125).mean()\n", + "last_gen_results_f[0][2] = [-1 * x for x in last_gen_results_f[0][2]]\n", + "last_gen_results_f[0][2] = pd.Series(last_gen_results_f[0][2]).ewm(span=125).mean()\n", + "plt.plot(avg_episode_costs_f, label='Average episode cost')\n", + "plt.plot(first_gen_results_f[0][2], label='First generation cost')\n", + "plt.plot(middle_gen_results_f[0][2], label='Middle generation cost')\n", + "plt.plot(last_gen_results_f[0][2], label='Last generation cost')\n", + "plt.legend()\n", + "plt.title('Average episode cost')\n", "plt.xlabel('Episodes')\n", - "plt.ylabel('Count of violations')\n", + "plt.ylabel('Average cost')\n", "plt.show()\n", "\n", - "#FIRST GEN TRAINING VIOLATIONS \n", - "costs_from_violations = copy.deepcopy(first_gen_results_f[0][1]['total_violations_cost'])\n", - "first_gen_results_f[0][1].drop(columns=['seed'], inplace=True)\n", - "first_gen_results_f[0][1].drop(columns=['total_violations_cost'], inplace=True)\n", + "first_gen_results_f[0][1] = first_gen_results_f[0][1].drop(\"seed\", axis=1)\n", + "first_gen_results_f[0][1] = first_gen_results_f[0][1].drop(\"total_violations_cost\", axis=1)\n", + "middle_gen_results_f[0][1] = middle_gen_results_f[0][1].drop(\"seed\", axis=1) \n", + "middle_gen_results_f[0][1] = middle_gen_results_f[0][1].drop(\"total_violations_cost\", axis=1)\n", + "last_gen_results_f[0][1] = last_gen_results_f[0][1].drop(\"seed\", axis=1)\n", + "last_gen_results_f[0][1] = last_gen_results_f[0][1].drop(\"total_violations_cost\", axis=1)\n", "\n", - "#graph costs from violations\n", - "plt.plot(costs_from_violations)\n", - "plt.title('First generation Costs from violations training')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", - "plt.show()\n", - "first_gen_results_f[0][1].plot(kind='bar', stacked=True)\n", - "plt.title('First generation training norm violations')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Count of violations')\n", - "plt.show()\n", "\n", - "#MIDDLE GEN TRAINING VIOLATIONS\n", - "costs_from_violations = copy.deepcopy(middle_gen_results_f[0][1]['total_violations_cost'])\n", - "middle_gen_results_f[0][1].drop(columns=['seed'], inplace=True)\n", - "middle_gen_results_f[0][1].drop(columns=['total_violations_cost'], inplace=True)\n", - "plt.plot(costs_from_violations)\n", - "plt.title('Middle generation Costs from violations training')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", - "plt.show()\n", - "middle_gen_results_f[0][1].plot(kind='bar', stacked=True)\n", - "plt.title('Middle generation training norm violations')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Count of violations')\n", + "avg_training_norm_violations_f = avg_training_norm_violations_f.drop(\"seed\", axis=1) \n", + "avg_training_norm_violations_f = avg_training_norm_violations_f.drop(\"total_violations_cost\", axis=1)\n", "\n", - "plt.show()\n", + "violation_counts = avg_training_norm_violations_f.sum()\n", + "violation_counts = violation_counts.clip(lower=0)\n", + "plt.pie(violation_counts, autopct='%1.1f%%')\n", + "plt.title('Violation Count')\n", + "plt.legend(violation_counts.index, title=\"Violations From Training\", loc=\"best\")\n", "\n", - "#LAST GEN TRAINING VIOLATIONS\n", - "costs_from_violations = copy.deepcopy(last_gen_results_f[0][1]['total_violations_cost'])\n", - "last_gen_results_f[0][1].drop(columns=['seed'], inplace=True)\n", - "last_gen_results_f[0][1].drop(columns=['total_violations_cost'], inplace=True)\n", - "plt.plot(costs_from_violations)\n", - "plt.title('Last generation Costs from violations training')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", + "\n", + "costs_from_violations_f = copy.deepcopy(sim_violated_f['total_violations_cost'])\n", + "sim_violated_f.drop(columns=['seed'], inplace=True)\n", + "sim_violated_f.drop(columns=['total_violations_cost'], inplace=True)\n", + "costs_from_violations = -1 * costs_from_violations_f\n", + "costs_from_violations_smooth = pd.Series(costs_from_violations).rolling(window=window_size2).mean()\n", + "\n", + "sns.histplot(costs_from_violations, kde=True)\n", + "plt.title('Distribution of Costs from Violations Simulation')\n", + "plt.xlabel('Cost')\n", + "plt.ylabel('Density')\n", "plt.show()\n", - "last_gen_results_f[0][1].plot(kind='bar', stacked=True)\n", - "plt.title('Last generation training norm violations')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Count of violations')\n", + "\n", + "data = costs_from_violations\n", + "\n", + "shape, loc, scale = gamma.fit(data)\n", + "\n", + "x = np.linspace(min(data), max(data), 10000)\n", + "\n", + "pdf = gamma.pdf(x, shape, loc, scale)\n", + "\n", + "plt.hist(data, bins=30, density=True, alpha=0.5, label='Histogram of Costs from Violations Simulation')\n", + "plt.plot(x, pdf, 'r-', label='Gamma PDF')\n", + "plt.legend()\n", "plt.show()\n", "\n", + "d, p_value = kstest(data, 'gamma', args=(shape, loc, scale))\n", + "print(f\"Kolmogorov-Smirnov test: D = {d}, p-value = {p_value}\")\n", + "mean = np.mean(data)\n", + "std_dev = np.std(data)\n", "\n", + "percentiles = np.percentile(data, [25, 50, 75])\n", + "print(f\"Kolmogorov-Smirnov test: D = {d}, p-value = {p_value}\")\n", + "print(f\"Standard Deviation: {std_dev}\")\n", + "print(f\"25th percentile: {percentiles[0]}\")\n", + "print(f\"Median: {percentiles[1]}\")\n", + "print(f\"75th percentile: {percentiles[2]}\")\n", + "print(f\"KS statistic: {d}\")\n", + "print(f\"KS p-value: {p_value}\")\n", "\n", "\n", - "#training violations\n", - "costs_from_violations_f = copy.deepcopy(sim_violated_f['total_violations_cost'])\n", - "sim_violated_f.drop(columns=['seed'], inplace=True)\n", - "sim_violated_f.drop(columns=['total_violations_cost'], inplace=True)\n", + "shape, loc, scale = lognorm.fit(data)\n", "\n", - "#graph costs from violations\n", - "plt.plot(costs_from_violations)\n", - "plt.title('Costs from violations simulation')\n", - "plt.xlabel('Episodes')\n", - "plt.ylabel('Cost')\n", + "pdf = lognorm.pdf(x, shape, loc, scale)\n", + "\n", + "plt.hist(data, bins=30, density=True, alpha=0.5, label='Histogram of Costs from Violations Simulation')\n", + "plt.plot(x, pdf, 'r-', label='Log-normal PDF')\n", + "plt.legend()\n", "plt.show()\n", "\n", - "# Plot a stacked bar chart\n", - "sim_violated_f.plot(kind='bar', stacked=True)\n", - "plt.title('Average simulation norm violations')\n", - "plt.xlabel('Simulation Run')\n", - "plt.ylabel('Average norm violations')\n", + "d, p_value = kstest(data, 'lognorm', args=(shape, loc, scale))\n", + "mean = np.mean(data)\n", + "std_dev = np.std(data)\n", + "\n", + "percentiles = np.percentile(data, [25, 50, 75])\n", + "print(f\"Kolmogorov-Smirnov test: D = {d}, p-value = {p_value}\")\n", + "print(f\"Standard Deviation: {std_dev}\")\n", + "print(f\"25th percentile: {percentiles[0]}\")\n", + "print(f\"Median: {percentiles[1]}\")\n", + "print(f\"75th percentile: {percentiles[2]}\")\n", + "print(f\"KS statistic: {d}\")\n", + "print(f\"KS p-value: {p_value}\")\n", + "\n", + "at_dest_f = np.array(at_dest_f)\n", + "sns.histplot(at_dest_f, kde=True)\n", + "plt.title('Distribution of Average Steps to Destination')\n", + "plt.xlabel('Steps')\n", + "plt.ylabel('Density')\n", "plt.show()\n", "\n", - "#simulation at destination, avg timeto destination\n", - "plt.plot(at_dest_f)\n", - "plt.title('Average Steps to destination')\n", - "plt.xlabel('Simulation Run')\n", - "plt.ylabel('Steps ')\n", + "mean = np.mean(at_dest_f)\n", + "std_dev = np.std(at_dest_f)\n", + "percentiles = np.percentile(at_dest_f, [25, 50, 75])\n", + "print(f\"Mean: {mean}\")\n", + "print(f\"Standard Deviation: {std_dev}\")\n", + "print(f\"25th percentile: {percentiles[0]}\")\n", + "print(f\"Median: {percentiles[1]}\")\n", + "print(f\"75th percentile: {percentiles[2]}\")\n", + "#skewness\n", + "skewness = (3*(mean - np.median(at_dest_f)))/std_dev\n", + "print(f\"Skewness: {skewness}\")\n", + "#kurtosis\n", + "kurtosis = (np.mean((at_dest_f - np.mean(at_dest_f))**4)/(np.mean((at_dest_f - np.mean(at_dest_f))**2)))-3\n", + "print(f\"Kurtosis: {kurtosis}\")\n", + "\n", + "\n", + "pdf_lognorm = lognorm.pdf(x, shape, loc, scale)\n", + "\n", + "mean, std_dev = np.mean(data), np.std(data)\n", + "pdf_gaussian = norm.pdf(x, mean, std_dev)\n", + "\n", + "# Plot the histogram of your data, the log-normal PDF, and the Gaussian PDF\n", + "plt.hist(data, bins=30, density=True, alpha=0.5, label='Distirbution of Costs from Violations Simulation')\n", + "plt.plot(x, pdf_gaussian, 'b-', label='Gaussian PDF')\n", + "plt.legend()\n", "plt.show()\n", "\n", + "# Perform the Kolmogorov-Smirnov test\n", + "d, p_value = kstest(data, 'norm', args=(mean, std_dev))\n", + "print(f\"Kolmogorov-Smirnov test: D = {d}, p-value = {p_value}\")\n", "\n", + "print(f\"The mean of the normal distribution is {mean}\")\n", + "print(f\"The 25th percentile of the normal distribution is {norm.ppf(0.25, mean, std_dev)}\")\n", + "print(f\"The 50th percentile of the normal distribution is {norm.ppf(0.50, mean, std_dev)}\")\n", + "print(f\"The 75th percentile of the normal distribution is {norm.ppf(0.75, mean, std_dev)}\")\n", + "print(f\"The 95th percentile of the normal distribution is {norm.ppf(0.95, mean, std_dev)}\")\n", + "print(f\"The 99th percentile of the normal distribution is {norm.ppf(0.99, mean, std_dev)}\")\n", "\n", "\n", "\n", - "\n" + "\n", + "\n", + "df = pd.DataFrame({\n", + " 'costs_from_violations_smooth': costs_from_violations,\n", + " 'at_dest_f': at_dest_f\n", + "})\n", + "\n", + "correlation = df['costs_from_violations_smooth'].corr(df['at_dest_f'])\n", + "\n", + "print(f\"The correlation between 'costs_from_violations_smooth' and 'at_dest_f' is {correlation}\")\n", + "violation_counts = sim_violated_f.sum()\n", + "\n", + "\n", + "plt.pie(violation_counts, autopct='%1.1f%%')\n", + "\n", + "plt.title('Violation Count')\n", + "\n", + "plt.legend(violation_counts.index, title=\"Violations\", loc=\"best\")\n", + "\n", + "plt.show()\n" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -8499,9 +127889,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.10" + "version": "3.11.9" } }, "nbformat": 4, - "nbformat_minor": 4 + "nbformat_minor": 2 } diff --git a/main.py b/main.py index a5cd0ec..ad1cf0b 100644 --- a/main.py +++ b/main.py @@ -9,14 +9,18 @@ from dqn import DQNAgent import matplotlib.pyplot as plt from ppo import PPOAgent +from gym.wrappers import Monitor +''' +Hyperparameters +''' info_df = pd.DataFrame(columns=['Actions', 'Observations', 'Information', 'Rewards', 'Done']) info_df_dqn_training = pd.DataFrame(columns=['Actions', 'Observations', 'Information', 'Rewards', 'Done']) -episodes = 50 +episodes = 100 generations = 300 -max_steps = 50 -runs = 10 +max_steps = 200 +runs = 300 first_gen = 1 last_gen = generations @@ -24,12 +28,20 @@ ''' -Policy Initialization Randomly +name: initialize_policy +input: num_agents, action_space_size +output: dictionary of policies for each agent +Description: This function initializes the policy for each agent ''' def initialize_policy(num_agents, action_space_size): return {agent: lambda obs, size=action_space_size: np.random.randint(size) for agent in range(num_agents)} - +''' +name: simulate_episode +input: env, policies, generation +output: cumulative_rewards +Description: This function simulates an episode +''' def simulate_episode(env, policies, generation): if generation == 0: obv = env.reset() @@ -46,7 +58,12 @@ def simulate_episode(env, policies, generation): return cumulative_rewards - +''' +name: compute_nash_equilibrium +input: meta_game_payoffs +output: equilibrium_policies +Description: This function computes the Nash Equilibrium +''' def compute_nash_equilibrium(meta_game_payoffs): equilibrium_policies = {} for match, payoff_matrix in meta_game_payoffs.items(): @@ -60,9 +77,18 @@ def compute_nash_equilibrium(meta_game_payoffs): equilibrium_policies[match] = eqs return equilibrium_policies +''' +name: train_agents +input: env, agents, episodes, policies, info_df, seed +output: avg_reward, info_df, episode_violations_cost +Description: This function trains the agents +''' def train_agents(env, agents, episodes=2, policies=None, info_df=info_df, seed=42): episode_rewards = [] avg_reward = [] + episode_violations_cost = {episode + 1 : 0 for episode in range(episodes)} + + for episode in range(episodes): print(f"Episode {episode + 1}/{episodes}") step_collisions = 0 @@ -71,6 +97,7 @@ def train_agents(env, agents, episodes=2, policies=None, info_df=info_df, seed=4 unncessary_brake_violations = 0 efficient_crossing_violations = 0 total_violations_cost = 0 + collison_intersection = 0 states = np.array(env.reset()) done = [False] * env.n_agents @@ -101,6 +128,8 @@ def train_agents(env, agents, episodes=2, policies=None, info_df=info_df, seed=4 unncessary_brake_violations += info['unncessary_brake_violations'] efficient_crossing_violations += info['efficient_crossing_violations'] total_violations_cost += info['total_violations_cost'] + episode_violations_cost[episode + 1] += info['total_violations_cost'] + collison_intersection = info['Intersection Collisions'] total_episode_reward += sum(rewards) episode_rewards.append(total_episode_reward) for i in range(env.n_agents): @@ -110,26 +139,36 @@ def train_agents(env, agents, episodes=2, policies=None, info_df=info_df, seed=4 states = next_states steps += 1 if all(done): - avg_reward.append(sum(episode_rewards)/steps/env.n_agents) + avg_reward.append(sum(episode_rewards)/env.n_agents) + break - info_df.loc[len(info_df)] = [seed, step_collisions, not_on_track, yield_violations, + info_df.loc[len(info_df)] = [seed, step_collisions, not_on_track, yield_violations, unncessary_brake_violations, efficient_crossing_violations, total_violations_cost] - return avg_reward, info_df - + return avg_reward, info_df, episode_violations_cost +''' +name: create_policy_from_equilibrium +input: equilibrium, action_space_size +output: policy +Description: This function creates a policy from the equilibrium +''' def create_policy_from_equilibrium(equilibrium, action_space_size): - # This function creates a policy function from a given Nash equilibrium distribution def policy(observation): - action_probabilities = equilibrium # Assuming equilibrium is a distribution over actions + action_probabilities = equilibrium action = np.random.choice(np.arange(action_space_size), p=action_probabilities) return action return policy - +''' +name: psro_simulation +input: env, generations, episodes_per_matchup, flag, seed, info_training +output: agents, avg_episode_rewards, info_df, first_gen_results, middle_gen_results, last_gen_results, avg_episode_cost +Description: This function runs the PSRO simulation and training +''' def psro_simulation(env, generations, episodes_per_matchup, flag, seed=42, info_training=None): first_gen_results = [] middle_gen_results = [] @@ -139,6 +178,7 @@ def psro_simulation(env, generations, episodes_per_matchup, flag, seed=42, info_ agent_holder= [PPOAgent(81, action_space_size, seed) for _ in range(num_agents)] agents = {} avg_episode_rewards = [] + avg_episode_cost = [] avg_info_df = pd.DataFrame(columns=['seed', 'step_collisions', 'not_on_track', 'yield_violations', 'unncessary_brake_violations', 'efficient_crossing_violations', 'total_violations_cost']) @@ -170,27 +210,36 @@ def psro_simulation(env, generations, episodes_per_matchup, flag, seed=42, info_ policies[agent1] = create_policy_from_equilibrium(equilibrium[0], action_space_size) policies[agent2] = create_policy_from_equilibrium(equilibrium[1], action_space_size) - #train agents - episode_rewards, info_df = train_agents(env, agents, episodes_per_matchup, policies, info_training, seed) + + episode_rewards, info_df, episode_violations_cost = train_agents(env, agents, episodes_per_matchup, policies, info_training, seed) + episode_violations_cost = [episode_violations_cost.values()] + episode_violations_cost = episode_violations_cost[0] + print(info_df.shape[0]) if generation+1 == first_gen: - first_gen_results.append((episode_rewards, info_df)) + first_gen_results.append((episode_rewards, info_df, episode_violations_cost)) avg_episode_rewards = episode_rewards + avg_episode_cost = episode_violations_cost else: + avg_episode_cost = [sum(x) / 2 for x in zip(avg_episode_cost, episode_violations_cost)] avg_episode_rewards = [sum(x) / 2 for x in zip(avg_episode_rewards, episode_rewards)] if generation+1 == middle_gen: - middle_gen_results.append((episode_rewards, info_df)) - if generation+1 == last_gen: - last_gen_results.append((episode_rewards, info_df)) - #avg training violations for each generation episode + middle_gen_results.append((episode_rewards, info_df, episode_violations_cost)) + elif generation+1 == last_gen: + last_gen_results.append((episode_rewards, info_df, episode_violations_cost)) + avg_info_df.loc[len(avg_info_df)] = info_df.mean() - - #plot total rewards - return agents, avg_episode_rewards, info_df, first_gen_results, middle_gen_results, last_gen_results + return agents, avg_episode_rewards, info_df, first_gen_results, middle_gen_results, last_gen_results, avg_episode_cost +''' +name: run_computed_policies_dqn +input: env, agents, runs, view, seed +output: results_violations_df, at_dest +Description: This function runs the computed policies +''' def run_computed_policies_dqn(env, agents, runs, view = False, seed=42): rewards_avg_round = [] results_violations_df = pd.DataFrame(columns=['seed', 'step_collisions', 'not_on_track', 'yield_violations', @@ -231,10 +280,14 @@ def run_computed_policies_dqn(env, agents, runs, view = False, seed=42): results_violations_df.loc[len(results_violations_df)] = [seed, step_collisions, not_on_track, yield_violations, unncessary_brake_violations, efficient_crossing_violations, total_violations_cost] at_dest.append(steps_to_destination) - #plot rewards return results_violations_df, at_dest - +''' +name: simulation_10_agents +input: seed, view +output: avg_rewards_training, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_cost +Description: This function runs the simulation for 10 agents +''' def simulation_10_agents(seed=42, view = False): info_training = pd.DataFrame(columns=['seed', 'step_collisions', 'not_on_track', 'yield_violations', 'unncessary_brake_violations', @@ -246,14 +299,21 @@ def simulation_10_agents(seed=42, view = False): kwargs={'max_steps': max_steps} ) env = gym.make('TrafficJunction10-v0') - agents, avg_rewards_training, avg_training_norm_violations, first_gen_results, middle_gen_results, last_gen_results = psro_simulation(env, generations, episodes, "Nash", seed, info_training) + agents, avg_rewards_training, avg_training_norm_violations, first_gen_results, middle_gen_results, last_gen_results, avg_episode_cost = psro_simulation(env, generations, episodes, "Nash", seed, info_training) + print("Running Computed Policies") - sim_violated, at_dest = run_computed_policies_dqn(env, agents, 10, view) #nash + sim_violated, at_dest = run_computed_policies_dqn(env, agents, runs, view, seed) #nash env.close() - return avg_rewards_training, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results + return avg_rewards_training, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_cost +''' +name: simulation_4_agents +input: seed, view +output: avg_rewards_training, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_cost +Description: This function runs the simulation for 4 agents +''' def simulation_4_agents(seed=42, view = False): info_training = pd.DataFrame(columns=['seed', 'step_collisions', 'not_on_track', 'yield_violations', 'unncessary_brake_violations', @@ -265,15 +325,20 @@ def simulation_4_agents(seed=42, view = False): kwargs={'max_steps': max_steps} ) env = gym.make('TrafficJunction4-v0') - agents, avg_rewards_training, avg_training_norm_violations, first_gen_results, middle_gen_results, last_gen_results = psro_simulation(env, generations, episodes, "Nash", seed, info_training) + agents, avg_rewards_training, avg_training_norm_violations, first_gen_results, middle_gen_results, last_gen_results, avg_episode_cost = psro_simulation(env, generations, episodes, "Nash", seed, info_training) print("Running Computed Policies") - sim_violated, at_dest = run_computed_policies_dqn(env, agents, 10, view) #nash + sim_violated, at_dest = run_computed_policies_dqn(env, agents, runs, view, seed) #nash env.close() - return avg_rewards_training, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results - + return avg_rewards_training, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_cost +''' +name: simulation_10_to_4_agents +input: seed, view +output: avg_rewards_training, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_cost +Description: This function runs the simulation for 10 to 4 agents +''' def simulation_10_to_4_agents(seed=42, view = False): info_training = pd.DataFrame(columns=['seed', 'step_collisions', 'not_on_track', 'yield_violations', 'unncessary_brake_violations', @@ -282,10 +347,12 @@ def simulation_10_to_4_agents(seed=42, view = False): gym.envs.register( id='TrafficJunction4-v0', entry_point='ma_gym.envs.traffic_junction:TrafficJunction', - kwargs={'max_steps': max_steps} + kwargs={'max_steps': max_steps}, + ) env = gym.make('TrafficJunction10-v0') - agents, avg_rewards_training, avg_training_norm_violations, first_gen_results, middle_gen_results, last_gen_results= psro_simulation(env, generations, episodes, "Nash", seed, info_training) + agents, avg_rewards_training, avg_training_norm_violations, first_gen_results, middle_gen_results, last_gen_results, avg_episode_cost = psro_simulation(env, generations, episodes, "Nash", seed, info_training) + env.close() print("Running Computed Policies") @@ -300,30 +367,8 @@ def simulation_10_to_4_agents(seed=42, view = False): counter += 1 else: break - sim_violated, at_dest = run_computed_policies_dqn(env, new_agents, 10, view) #nash + sim_violated, at_dest = run_computed_policies_dqn(env, new_agents, runs, view, seed) #nash print(sim_violated) env.close() - return avg_rewards_training, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results - -''' -avg_training_rewards_f, avg_training_norm_violations_f, sim_violated_f, at_dest_f = None, None, None, None -for seed in [0, 42]: - avg_training_rewards, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results = simulation_4_agents(seed, False) - if seed == 0: - avg_training_rewards_f = avg_training_rewards - avg_training_norm_violations_f = avg_training_norm_violations - sim_violated_f = sim_violated - at_dest_f = at_dest - else: - avg_training_rewards_f = [sum(x) / 2 for x in zip(avg_training_rewards_f, avg_training_rewards)] - - avg_training_norm_violations_f = avg_training_norm_violations_f.add(avg_training_norm_violations).div(2) - sim_violated_f = sim_violated_f.add(sim_violated).div(2) - at_dest_f = [sum(x) / 2 for x in zip(at_dest_f, at_dest)] - -print(avg_training_rewards_f) -print(avg_training_norm_violations_f) -print(sim_violated_f) -print(at_dest_f) -''' + return avg_rewards_training, avg_training_norm_violations, sim_violated, at_dest, first_gen_results, middle_gen_results, last_gen_results, avg_episode_cost diff --git a/ppo.py b/ppo.py index c2038d3..c898126 100644 --- a/ppo.py +++ b/ppo.py @@ -1,144 +1,121 @@ -import tensorflow as tf +import torch +import torch.nn as nn +import torch.optim as optim import numpy as np -from tensorflow.keras.models import Model -from tensorflow.keras.layers import Input, Dense, Flatten -from tensorflow.keras.optimizers import Adam from collections import deque import random import matplotlib.pyplot as plt -from tensorflow.python.framework.ops import disable_eager_execution -import os -os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' +''' +Proximal Policy Optimization (PPO) Agent +''' +class Actor(nn.Module): + def __init__(self, state_size, action_size): + super(Actor, self).__init__() + self.fc1 = nn.Linear(state_size, 24) + self.fc2 = nn.Linear(24, 24) + self.output = nn.Linear(24, action_size) + self.softmax = nn.Softmax(dim=-1) + + + def forward(self, x, advantages, old_probs): + x = torch.relu(self.fc1(x)) + x = torch.relu(self.fc2(x)) + probs = self.softmax(self.output(x)) + return probs + +class Critic(nn.Module): + def __init__(self, state_size): + super(Critic, self).__init__() + self.fc1 = nn.Linear(state_size, 24) + self.fc2 = nn.Linear(24, 24) + self.output = nn.Linear(24, 1) + -disable_eager_execution() + def forward(self, x): + x = torch.relu(self.fc1(x)) + x = torch.relu(self.fc2(x)) + value = self.output(x) + return value class PPOAgent: - def __init__(self, state_size, action_size=2, gamma=0.99, clip_ratio=0.2, batch_size=62, actor_lr=0.001, critic_lr=0.001, seed=42): + def __init__(self, state_size, action_size=2, gamma=0.99, clip_ratio=0.2, batch_size=40, actor_lr=0.001, critic_lr=0.001, seed=42): self.state_size = state_size self.action_size = action_size self.gamma = gamma self.clip_ratio = clip_ratio self.batch_size = batch_size - self.actor = self.build_actor(actor_lr) - self.critic = self.build_critic(critic_lr) - self.memory = [] # Memory to store trajectories for updating - self.losses = [] # To store losses for plotting - self.epsilon = 0.01 + self.actor = Actor(state_size, action_size) + self.critic = Critic(state_size) + self.actor_optimizer = optim.Adam(self.actor.parameters(), lr=actor_lr) + self.critic_optimizer = optim.Adam(self.critic.parameters(), lr=critic_lr) + self.memory = [] + self.losses = [] + self.epsilon = 0.01 self.total_rewards = [] self.reward = 0 - self.seed = seed - np.random.seed(self.seed) - - def build_actor(self, learning_rate): - input = Input(shape=(self.state_size,)) - advantages = Input(shape=(1,)) - Flatten()(input) - old_prb = Input(shape=(self.action_size,)) - - x = Dense(24, activation='relu')(input) - x = Dense(24, activation='relu')(x) - probs = Dense(self.action_size, activation='softmax')(x) - - model = Model(inputs=[input, advantages, old_prb], outputs=[probs]) - model.compile(optimizer = tf.keras.optimizers.legacy.Adam(learning_rate=learning_rate), loss=self.ppo_loss(advantages, old_prb)) - return model - - def build_critic(self, learning_rate): - input = Input(shape=(self.state_size,)) - Flatten()(input) - - x = Dense(24, activation='relu')(input) - x = Dense(24, activation='relu')(x) - value = Dense(1)(x) - - model = Model(inputs=[input], outputs=[value]) - model.compile(optimizer = tf.keras.optimizers.legacy.Adam(learning_rate=learning_rate), loss='mse') - return model - - def ppo_loss(self, advantages, old_prb): - def loss(y_true, y_pred): - prob_ratio = tf.reduce_sum(y_true * y_pred, axis=1) / tf.reduce_sum(old_prb * y_true, axis=1) - clipped = tf.clip_by_value(prob_ratio, 1-self.clip_ratio, 1+self.clip_ratio) - return -tf.reduce_mean(tf.minimum(prob_ratio * advantages, clipped * advantages)) - - return loss - + np.random.seed(seed) + torch.manual_seed(seed) + + def ppo_loss(self, probs, actions, advantages, old_probs): + m = probs.gather(1, actions.unsqueeze(1)) + old_m = old_probs.gather(1, actions.unsqueeze(1)) + ratio = torch.exp(torch.log(m) - torch.log(old_m)) + surr1 = ratio * advantages + surr2 = torch.clamp(ratio, 1-self.clip_ratio, 1+self.clip_ratio) * advantages + return -torch.min(surr1, surr2).mean() + def remember(self, state, action, prob, reward, next_state, done, direction, pos): - state = state[0:81] - self.reward = reward - self.total_rewards.append(reward) - self.memory.append([state, action, prob, reward, next_state, done, direction, pos]) - + self.memory.append((state[:self.state_size], action, prob, reward, next_state[:self.state_size], done, direction, pos)) + def act(self, state, nash_prob): - if len(state) > 81: - state = state[0:81] - rand = np.random.rand() - if rand <= self.epsilon: - - return np.random.choice(self.action_size), [rand, 1-rand] - else: - state = state.reshape(1, self.state_size) - probabilities = self.actor.predict([state, np.zeros((1, 1)), np.zeros((1, self.action_size))]) - probabilities = nash_prob * probabilities - #action = np.random.choice(self.action_size, p=probabilities[0]) - action = np.argmax(probabilities[0]) - return action, probabilities[0] - + state = torch.FloatTensor(state[:self.state_size]).unsqueeze(0) + with torch.no_grad(): + probs = self.actor(state, None, None) + probabilities = probs.numpy()[0] * nash_prob + #action = np.random.choice(self.action_size, p=probabilities) + action = np.argmax(probabilities) + return action, probabilities + def act_simple(self, state): - if len(state) > 81: - state = state[0:81] - state = state.reshape(1, self.state_size) - probabilities = self.actor.predict([state, np.zeros((1, 1)), np.zeros((1, self.action_size))]) - action = np.argmax(probabilities[0]) + state = torch.FloatTensor(state[:self.state_size]).unsqueeze(0) + with torch.no_grad(): + probabilities = self.actor(state, None, None) + action = probabilities.argmax().item() return action - + def replay(self): if len(self.memory) < self.batch_size: return batch = random.sample(self.memory, self.batch_size) - states, actions, old_probs, rewards, next_states, dones, _, _= zip(*self.memory) - - # Convert to numpy arrays and ensure all are correctly shaped - states = np.array(states) - states = np.array([state[0:81] for state in states]) - actions = np.array(actions) - old_probs = np.array(old_probs) - rewards = np.array(rewards) - next_states = np.array(next_states) - next_states = np.array([state[0:81] for state in next_states]) - dones = np.array(dones) - - # Ensure old_probs is correctly shaped - if old_probs.shape[1] != self.action_size: - raise ValueError(f"Shape of old_probs should be ({self.batch_size}, {self.action_size}), but got {old_probs.shape}") - - # Update critic - values = self.critic.predict(states) - next_values = self.critic.predict(next_states) - targets = rewards + self.gamma * (1 - dones) * next_values.squeeze() - advantages = targets - values.squeeze() - - # Clip advantages - advantages = np.clip(advantages, -1, 1).reshape(-1, 1) - - # Convert actions to one-hot encoding - actions_one_hot = tf.keras.utils.to_categorical(actions, num_classes=self.action_size) + states, actions, old_probs, rewards, next_states, dones, _, _ = zip(*batch) + states = torch.FloatTensor(states) + actions = torch.LongTensor(actions) + old_probs = torch.FloatTensor(old_probs) + rewards = torch.FloatTensor(rewards) + next_states = torch.FloatTensor(next_states) + dones = torch.FloatTensor(dones) - # Train the actor model - actor_history = self.actor.fit([states, advantages, old_probs], actions_one_hot, batch_size=self.batch_size, verbose=2) - actor_loss = self.ppo_loss(advantages, old_probs) - self.losses.append(actor_loss) + values = self.critic(states) + next_values = self.critic(next_states) - critic_history = self.critic.fit(states, targets, batch_size=self.batch_size, verbose=2) - critic_loss = self.ppo_loss(targets, values) - self.losses.append(critic_loss) - # Clear memory - self.memory.clear() + targets = rewards + self.gamma * (1 - dones) * next_values.squeeze() + advantages = targets - values.squeeze() + probs = self.actor(states, advantages, old_probs) + actor_loss = self.ppo_loss(probs, actions, advantages, old_probs) + self.actor_optimizer.zero_grad() + actor_loss.backward(retain_graph=True) # Retain the graph here + self.actor_optimizer.step() + critic_loss = nn.MSELoss()(values.squeeze(), targets) + self.critic_optimizer.zero_grad() + critic_loss.backward() # No need to retain graph here + self.critic_optimizer.step() + self.losses.append(actor_loss.item()) + self.memory = [] def plot_losses(self): @@ -146,4 +123,6 @@ def plot_losses(self): plt.title('Loss over Time') plt.xlabel('Episode') plt.ylabel('Loss') - plt.show() \ No newline at end of file + plt.show() + +