README.md

metadata

license: mit
task_categories:
  - reinforcement-learning
tags:
  - GWM
  - Pacman
size_categories:
  - 100K<n<1M
language:
  - en

This dataset contains state-action pairs of three different Pacman levels, each located in its own tar.gz.

Each tar.gz contains output/, dataset.csv, and results.txt.

• output/ contains all the images/frames generated by an RL agent based on Taylor Downey's RL Agent.
• dataset.csv contains state-action pairs that match each frame to an action of either North, South, East, West, or Stop. There is also a column indicating whether a new game has started.
• results.txt contains the results of either Win or Lose for every game.