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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.
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