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集合主题趋势排行榜
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alphazero

Website
Wikipedia
https://static.github-zh.com/github_avatars/suragnair?size=40
suragnair / alpha-zero-general

#计算机科学#A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

TensorflowPyTorchKerasgobangalpha-zeroalphago-zeroalphagoreinforcement-learningself-playmctsmonte-carlo-tree-search深度学习alphazero神经网络
Jupyter Notebook 4.16 k
5 个月前
https://static.github-zh.com/github_avatars/junxiaosong?size=40
junxiaosong / AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

alphazeromctsalphago-zerogobangmonte-carlo-tree-searchalphagoreinforcement-learningrlboard-gameself-learningPyTorchTensorflow
Python 3.49 k
1 年前
https://static.github-zh.com/github_avatars/LeelaChessZero?size=40
LeelaChessZero / lc0

#计算机科学#Open source neural network chess engine with GPU acceleration and broad hardware support.

alphazero-inspiredchesschess-engineleela-chess-zeroneural-networksucialphazerochess-aiCUDA深度学习deep-reinforcement-learninggpu
C++ 2.68 k
3 天前
https://static.github-zh.com/github_avatars/werner-duvaud?size=40
werner-duvaud / muzero-general

#计算机科学#MuZero

muzeroreinforcement-learningalphazeroPyTorchPythonself-learningmonte-carlo-tree-search深度学习deep-reinforcement-learning神经网络rltensorboardgymmctsalphago机器学习
Python 2.66 k
9 个月前
https://static.github-zh.com/github_avatars/opendilab?size=40
opendilab / LightZero

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

alphazeroataricontinuous-controlmonte-carlo-tree-searchmuzeroPyTorchreinforcement-learningmctsboard-gamegymself-play
Python 1.39 k
4 天前
https://static.github-zh.com/github_avatars/jonathan-laurent?size=40
jonathan-laurent / AlphaZero.jl

#计算机科学#A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

alphazeroJulia 语言机器学习深度学习
Julia 1.29 k
5 个月前
https://static.github-zh.com/github_avatars/NeymarL?size=40
NeymarL / ChineseChess-AlphaZero

#计算机科学#Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

reinforcement-learningalphazero深度学习chinese-chess
Python 1.15 k
2 年前
https://static.github-zh.com/github_avatars/chrisbutner?size=40
chrisbutner / ChessCoach

Neural network-based chess engine capable of natural language commentary

alphazerochesschess-engineC++gpuKerasnlgTensorflowtpuuci
C++ 493
3 年前
https://static.github-zh.com/github_avatars/sotetsuk?size=40
sotetsuk / pgx

#计算机科学#♟️ Vectorized RL game environments in JAX

机器学习人工智能gamereinforcement-learningchesspokeralphazerojaxPython
Python 484
3 个月前
https://static.github-zh.com/github_avatars/s-casci?size=40
s-casci / tinyzero

Easily train AlphaZero-like agents on any environment you want!

alphazeromctsreinforcement-learning
Python 430
1 年前
https://static.github-zh.com/github_avatars/hijkzzz?size=40
hijkzzz / alpha-zero-gomoku

A Multi-threaded Implementation of AlphaZero (C++)

alphazeroC++multithreadinglibtorch
Python 383
2 年前
https://static.github-zh.com/github_avatars/asdfjkl?size=40
asdfjkl / neural_network_chess

#计算机科学#Free Book about Deep-Learning approaches for Chess (like AlphaZero, Leela Chess Zero and Stockfish NNUE)

深度学习chessalphazero
Python 318
5 个月前
https://static.github-zh.com/github_avatars/QueensGambit?size=40
QueensGambit / CrazyAra

#计算机科学#A Deep Learning UCI-Chess Variant Engine written in C++ & Python 🦜

Pythonchess-engine深度学习人工智能convolutional-neural-networkmctsalphazeromxnetgluonOpen Source机器学习lichessalphago
Jupyter Notebook 265
3 个月前
https://static.github-zh.com/github_avatars/initial-h?size=40
initial-h / AlphaZero_Gomoku_MPI

#算法刷题#An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

alphazeroparallelTensorflowalphagomctstensorlayertree-search算法deep-reinforcement-learning
Python 209
4 个月前
https://static.github-zh.com/github_avatars/pandezhao?size=40
pandezhao / alpha_sigma

#计算机科学#A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.

reinforcement-learning深度学习PyTorchpytorch-rlalphazeromonte-carlo-tree-searchdeep-reinforcement-learning
Python 165
6 年前
https://static.github-zh.com/github_avatars/kaesve?size=40
kaesve / muzero

#计算机科学#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.

muzeroalphazeroreinforcement-learningTensorflowtensorflow2mctstf2深度学习deep-reinforcement-learning
Jupyter Notebook 158
4 年前
https://static.github-zh.com/github_avatars/yenw?size=40
yenw / computer-go-dataset

datasets for computer go

Goalphagoalphazeromuzero
C++ 153
1 年前
https://static.github-zh.com/github_avatars/zhiyiYo?size=40
zhiyiYo / Alpha-Gobang-Zero

A gobang robot based on reinforcement learning.

alphazerogobangPyTorchpyqt5reinforcement-learning
Python 147
2 年前
https://static.github-zh.com/github_avatars/zjeffer?size=40
zjeffer / chess-deep-rl

#计算机科学#Research project: create a chess engine using Deep Reinforcement Learning

chessalphazeroreinforcement-learning人工智能神经网络mcts深度学习机器学习deep-reinforcement-learningneural-networkschess-engine
Jupyter Notebook 142
1 年前
https://static.github-zh.com/github_avatars/michaelnny?size=40
michaelnny / alpha_zero

A PyTorch implementation of DeepMind's AlphaZero agent to play Go and Gomoku board games

alphago-zeroalphazeroalphagoGoreinforcement-learning
Python 137
8 个月前
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