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1.0k

3.9k

mit

111

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

tf mcts keras gobang gomoku alphago othello pytorch alphazero self-play alpha-zero tensorflow alphago-zero deep-learning neural-network reinforcement-learning monte-carlo-tree-search

Created 2017-12-01

220 commits to master branch, last one 6 months ago

ELF pytorch

565

3.4k

other

190

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

go rl alpha-zero alphago-zero rl-environment reinforcement-learning

This repository has been archived (exclude archived)

Created 2018-04-26

68 commits to master branch, last one 5 years ago

AlphaZero_Gomoku junxiaosong

970

3.3k

mit

101

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

rl mcts gobang gomoku alphago pytorch alphazero board-game tensorflow alphago-zero self-learning reinforcement-learning monte-carlo-tree-search

Created 2017-12-21

49 commits to master branch, last one 7 months ago

chess-alpha-zero Zeta36

481

2.1k

mit

123

Chess reinforcement learning by AlphaGo Zero methods.

chess keras tensorflow alphago-zero reinforcement-learning

Created 2017-11-19

84 commits to master branch, last one 4 years ago

deep_learning_and_the_game_of_go maxpumperla

389

986

unknown

74

Code and other material for the book "Deep Learning and the Game of Go"

games python alphago game-of-go alphago-zero data-science deep-learning neural-networks machine-learning

Created 2017-10-25

73 commits to master branch, last one 2 years ago

reversi-alpha-zero mokemokechicken

170

677

mit

51

Reversi reinforcement learning by AlphaGo Zero methods.

keras reversi tensorflow alphago-zero deeplearning machine-learning reinforcement-learning

Created 2017-10-22

268 commits to master branch, last one 6 years ago

AlphaGOZero-python-tensorflow yhyu13

115

341

mit

29

Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]...

deepmind alphago-zero python-tensorflow supervised-learning

Created 2017-10-19

123 commits to master branch, last one 5 years ago

connect4-alpha-zero Zeta36

38

114

mit

13

Connect4 reinforcement learning by AlphaGo Zero methods.

keras connect4 tensorflow alphago-zero reinforcement-learning

Created 2017-11-22

33 commits to master branch, last one 6 years ago

alpha_zero michaelnny

18

81

mit

3

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

go gomoku alphago alphazero alphago-zero reinforcement-learning

Created 2022-03-31

73 commits to main branch, last one 26 days ago

TamaGo kobanium

11

56

apache-2.0

4

Computer go engine using Monte-Carlo Tree Search written in Python3.

go mcts baduk weiqi alphago alphagozero alphago-zero deep-learning go-text-protocol gumbel-alphazero reinforcement-learning monte-carlo-tree-search

Created 2023-01-22

152 commits to main branch, last one 7 months ago

alphagozero Narsil

16

56

mit

10

Unofficial attempt to rebuild AlphaGo Zero

keras tensorflow alphago-zero

Created 2017-10-28

68 commits to master branch, last one about a year ago

combopt-zero xuzijian629

9

41

mit

4

A reinforcement learning based solver for combinatorial problems

maxcut alphago-zero vertex-cover maximum-clique independent-sets feedback-vertex-set graph-neural-networks reinforcement-learning

Created 2020-05-03

5 commits to master branch, last one 4 years ago

alpha-zero-general cestpasphoto

11

38

mit

2

A very fast implementation of AlphaZero, applied to games like Splendor, Santorini, The Little Prince, … Browser version available

numba python alphago pytorch splendor alphazero machikoro santorini self-play minivilles alphago-zero santorini-game the-little-prince reinforcement-learning

Created 2021-02-10

653 commits to master branch, last one 5 months ago