Checkers-AI

A checkers AI project for the course Introduction to Reinforcement Learning.

Download

Download the .zip file from the git page or use

git clone https://github.com/kamkanev/Checkers-AI.git

gh repo clone kamkanev/Checkers-AI

Installation

Just run the start.html in any browser. And play agains an AI.

Training

Uses the Simulation.js class to train two AI's. I'm using a Random agent and Q-learning. Keep in mind the traing process isn't saved after refresh or restart.

Benchmark

Used for testing and traing the AI model in the browser. It also generates statistics.

Node.js training

npm install
npm start

Traing the model using Node.js. Have to implement model saving in file system!

Furute TODO

• Implement model saving

• Import and Export of trained models

• Add more agents (.e.g SARSA, DNQ, ...)