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--- |
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license: mit |
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task_categories: |
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- reinforcement-learning |
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tags: |
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- GWM |
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- Pacman |
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size_categories: |
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- 100K<n<1M |
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language: |
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- en |
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--- |
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This dataset contains state-action pairs of three different Pacman levels, each located in its own tar.gz. |
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Each `tar.gz` contains `output/`, `dataset.csv`, and `results.txt`. |
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- `output/` contains all the images/frames generated by an RL agent based on [Taylor Downey's RL Agent](https://github.com/tadowney/ai_pacman). |
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- `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. |
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- `results.txt` contains the results of either `Win` or `Lose` for every game. |
