Coding Poker AI: Hand Bucketing
Discord: https://discord.gg/2AWtVfXhEP
This is a video in a series where the goal is to create a poker bot in python which can defeat amateur humans using the AI techniques published over the past 10 or so years. The game of poker is too large to solve outright so an abstraction of the game is created which is much smaller and can be solved using CFR. K-means clustering and potential aware abstractions methods are used to do bucketing on the
Coding Poker Playlist: https://www.youtube.com/watch?v=koQlkQ1CZok&list=PLXCANOQS6VQ2vTOcNpnzHLzWSYNYjAiGP
Papers mentioned:
Evaluating State Space Abstractions in Extensive Form Games: https://poker.cs.ualberta.ca/publications/AAMAS13-abstraction.pdf
Potential Aware Imperfect Recall Abstraction With EMD: https://www.cs.cmu.edu/~sandholm/potential-aware_imperfect-recall.aaai14.pdf
Видео Coding Poker AI: Hand Bucketing канала StackWild
This is a video in a series where the goal is to create a poker bot in python which can defeat amateur humans using the AI techniques published over the past 10 or so years. The game of poker is too large to solve outright so an abstraction of the game is created which is much smaller and can be solved using CFR. K-means clustering and potential aware abstractions methods are used to do bucketing on the
Coding Poker Playlist: https://www.youtube.com/watch?v=koQlkQ1CZok&list=PLXCANOQS6VQ2vTOcNpnzHLzWSYNYjAiGP
Papers mentioned:
Evaluating State Space Abstractions in Extensive Form Games: https://poker.cs.ualberta.ca/publications/AAMAS13-abstraction.pdf
Potential Aware Imperfect Recall Abstraction With EMD: https://www.cs.cmu.edu/~sandholm/potential-aware_imperfect-recall.aaai14.pdf
Видео Coding Poker AI: Hand Bucketing канала StackWild
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27 ноября 2024 г. 5:36:35
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