freeway-oracle

Results of writing an oracle for the OpenAI Gym environment, "Freeway"

• James S. Plank
• jplank@utk.edu
• EECS Department, University of Tennessee
• March, 2019

This repo contains the results of writing an oracle for the "Freeway" environment from OpenAI Gym.

There are three sets of data here:

1. 25 full runs with different seeds. Each run is in the directory From-Beginning in the file Path-Seed.txt. The format of each file is one line per action:

[time,Y] action [time,Y]

2. 10,000 single crossings. These are in the file Single-Crossings.txt. Each line of the file contains information for an optimal crossing of the street:

seed starting_time actions

These were generated by setting the seed, rolling forward to the starting time by performing the "stay put" action (action number 0) starting_time-1 times.

3. The 128-byte observations for an entire game (seed 0), where the player always enters the "go up" action. These are in the file Up-Observations.txt -- one set of observations on each line. I have graphed each observation in the file Observations.pdf.