SamRagusa/Checkers-Reinforcement-Learning
A checkers reinforcement learning AI, and all the tools needed to train it.
This project offers a complete setup for training and evaluating an AI that plays American Checkers (English Droughts). You can use it to develop and test checkers-playing AI agents, comparing a reinforcement learning approach against a traditional alpha-beta pruning method. It takes game rules and AI algorithms as input, producing trained AI agents capable of playing checkers and evaluating game states.
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Use this if you are a researcher or hobbyist interested in comparing different AI strategies for board games, specifically focusing on reinforcement learning versus traditional search algorithms in checkers.
Not ideal if you're looking for a general-purpose reinforcement learning framework or an AI for a different game, as it's specifically tailored for American Checkers.
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59
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Language
Python
License
MIT
Category
Last pushed
May 30, 2020
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