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集合主题趋势排行榜
#

alpha-zero

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/pytorch?size=40
pytorch / ELF

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

reinforcement-learningalphago-zerorlrl-environmentalpha-zeroGo
C++ 3.4 k
6 年前
https://static.github-zh.com/github_avatars/huangeddie?size=40
huangeddie / GymGo

An environment of the board game Go using OpenAI's Gym API

Goalpha-zeroopen-aireinforcement-learning
Python 172
3 年前
https://static.github-zh.com/github_avatars/blanyal?size=40
blanyal / alpha-zero

#计算机科学#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 ...

alphazeroalpha-zeroalphago-zeroTensorflowreinforcement-learningmctsself-playgame深度学习机器学习resnettic-tac-toedeepmind
Python 90
7 年前
https://static.github-zh.com/github_avatars/richemslie?size=40
richemslie / galvanise_zero

#计算机科学#Learning from zero (mostly based off of AlphaZero) in General Game Playing.

alpha-zeroreinforcement-learning深度学习chesshexalphazero
Python 82
3 年前
https://static.github-zh.com/github_avatars/tejank10?size=40
tejank10 / AlphaGo.jl

AlphaGo Zero implementation using Flux.jl

alphagofluxJulia 语言Goreinforcement-learningalpha-zero
Julia 72
5 年前
https://static.github-zh.com/github_avatars/arnowaczynski?size=40
arnowaczynski / utttai

AlphaZero-like AI solution for playing Ultimate Tic-Tac-Toe in the browser

人工智能alpha-zerobrowseronnxruntime
JavaScript 68
3 年前
https://static.github-zh.com/github_avatars/sirmammingtonham?size=40
sirmammingtonham / alphastone

#计算机科学#Using self-play, MCTS, and a deep neural network to create a hearthstone ai player

alpha-zeroself-playmonte-carlo-tree-search深度学习deep-reinforcement-learningPyTorchhearthstone人工智能
Python 29
7 年前
https://static.github-zh.com/github_avatars/AIRLegend?size=40
AIRLegend / ChessRL

#计算机科学#Deep Reinforcement Learning for Chess

reinforcement-learningchessalpha-zerochess-engine深度学习神经网络
Python 20
3 年前
https://static.github-zh.com/github_avatars/kongjiellx?size=40
kongjiellx / AlphaZero-Renju

alphagoalpha-zerobazelalphazeroTensorflowpygame
C++ 19
3 年前
https://static.github-zh.com/github_avatars/jianzhnie?size=40
jianzhnie / RLZero

A clean and easy implementation of MuZero, AlphaZero and Self-Play reinforcement learning algorithms for any game.

alpha-zeromctsmuzeroreinforcement-learningself-playmulti-agent
Python 16
8 个月前
https://static.github-zh.com/github_avatars/peldszus?size=40
peldszus / alpha-zero-general-lib

An implementation of the AlphaZero algorithm for adversarial games to be used with the machine learning framework of your choice

alphazeroalpha-zeroreinforcement-learningself-playmctsmonte-carlo-tree-searchray
Python 12
5 年前
https://static.github-zh.com/github_avatars/yangrc1234?size=40
yangrc1234 / Gomoku-Zero

A gomoku AI based on Alpha Zero paper.

alpha-zeromonte-carlo-tree-search人工智能
Python 12
2 年前
https://static.github-zh.com/github_avatars/MerceaOtniel?size=40
MerceaOtniel / HybridAlpha

#计算机科学#HybridAlpha - a mix between AlphaGo Zero and AlphaZero for multiple games

Pythongobangmctsneural-networksalphago-zeroalpha-zerogreedy-algorithmsresnetflexibilityextensible深度学习deep-reinforcement-learning机器学习PyTorchTensorflowKeras
Python 11
5 年前
https://static.github-zh.com/github_avatars/0xNineteen?size=40
0xNineteen / hyper-alpha-zero

hyper optimized alpha zero implementation to play gomoku (distributed training with ray, mcts with cython)

alpha-zeroC++cythonmctsmonte-carlo-tree-searchdeepmindmulti-corePythonray
Python 8
2 年前
https://static.github-zh.com/github_avatars/PlanetMoon?size=40
PlanetMoon / TwelveShogi_AlphaZero

A simplified version of Shogi with the AI is trained by alpha-zero-type training method

deepmindalpha-zeroreinforcement-learning
Python 8
7 年前
https://static.github-zh.com/github_avatars/mathemage?size=40
mathemage / AlphaZero-presentation

#计算机科学#presentation on AlphaZero for AI seminar (http://ktiml.mff.cuni.cz/~bartak/ui_seminar/)

alpha-zero深度学习reinforcement-learning人工智能game-ai
TeX 7
7 年前
https://static.github-zh.com/github_avatars/0xNineteen?size=40
0xNineteen / hyper-alpha-zero

hyper optimized alpha zero implementation to play gomoku (distributed training with ray, mcts with cython)

alpha-zeroC++cythonmctsmonte-carlo-tree-searchdeepmindmulti-corePythonray
Python 7
2 年前
https://static.github-zh.com/github_avatars/JernejHabjan?size=40
JernejHabjan / TrumpDefense2020

#计算机科学#Visual representation of RTS game, supported by deep reinforcement learning algorithm Alpha Zero written in python.

game游戏开发monte-carlo-tree-searchrts-gamereal-time-strategy人工智能alpha-zeroreinforcement-learning深度学习神经网络虚幻引擎
C++ 7
5 年前
https://static.github-zh.com/github_avatars/evolutionsoftswiss?size=40
evolutionsoftswiss / alpha-zero-learning

Java based alpha zero reinforcement learning. The generic base module allows implementation of any adversary board game. Example implementation for Tic Tac Toe.

alpha-zeroalphazeroalphago-zeroreinforcement-learningdeeplearning4jtic-tac-toemonte-carlo-tree-searchmctsself-learningalphago
Java 6
2 年前
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