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… See the full description on the dataset page:
https://huggingface.co/datasets/kimic/pacman.
