alphazero topic

List alphazero repositories

alpha_sigma

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A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.

CrazyAra

231
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41
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A Deep Learning UCI-Chess Variant Engine written in C++ & Python :parrot:

ChineseChess-AlphaZero

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Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

neural_network_chess

269
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27
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Free Book about Deep-Learning approaches for Chess (like AlphaZero, Leela Chess Zero and Stockfish NNUE)

muzero

146
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A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.

allie

106
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21
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Allie: A UCI compliant chess engine

alpha-zero

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AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement...

AlphaZero_Connect4

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PyTorch implementation of AlphaZero Connect from scratch (with results)