Search Results - RepositoryStats

1.1k

4.0k

mit

113

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

221 commits to master branch, last one 28 days ago

AlphaZero_Gomoku junxiaosong

979

3.4k

mit

102

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 9 months ago

muzero-general werner-duvaud

622

2.6k

mit

74

MuZero

rl gym mcts muzero alphago python3 pytorch alphazero tensorboard deep-learning self-learning model-based-rl muzero-general neural-network machine-learning residual-network reinforcement-learning monte-carlo-tree-search deep-reinforcement-learning

Created 2019-12-27

132 commits to master branch, last one 2 years ago

LightZero opendilab

130

1.3k

apache-2.0

11

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

Created 2022-10-08

197 commits to main branch, last one 2 days ago

AlphaZero.jl jonathan-laurent

139

1.3k

mit

27

A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

julia alphazero deep-learning machine-learning

Created 2019-09-04

685 commits to master branch, last one about a month ago

ChineseChess-AlphaZero NeymarL

345

1.1k

gpl-3.0

50

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

alphazero chinese-chess deep-learning reinforcement-learning

Created 2018-01-30

680 commits to distributed branch, last one 5 years ago

ChessCoach chrisbutner

21

480

gpl-3.0

8

Neural network-based chess engine capable of natural language commentary

cpp gpu nlg tpu uci chess keras alphazero tensorflow lichess-bot chess-engine commentary-generation

Created 2020-03-14

505 commits to main branch, last one 2 years ago

pgx sotetsuk

30

435

apache-2.0

9

♟️ Vectorized RL game environments in JAX

ai jax game chess poker shogi python go-game alphazero backgammon bridge-game machine-learning reinforcement-learning artificial-intelligence

Created 2022-08-11

966 commits to main branch, last one about a month ago

tinyzero s-casci

21

417

mit

4

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

mcts alphazero reinforcement-learning

Created 2023-12-14

47 commits to main branch, last one about a year ago

alpha-zero-gomoku hijkzzz

49

376

unknown

10

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

cpp libtorch alphazero gomoku-game multithreading

Created 2018-12-29

447 commits to master branch, last one 2 years ago

neural_network_chess asdfjkl

30

305

unknown

13

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

nnue chess alphazero deep-learning

Created 2021-09-27

57 commits to main branch, last one 6 days ago

CrazyAra QueensGambit

44

255

gpl-3.0

20

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

mcgs mcts gluon mxnet python alphago lichess alphazero crazyhouse open-source chess-engine python-chess deep-learning machine-learning artificial-intelligence convolutional-neural-network

Created 2018-09-09

1,532 commits to master branch, last one 8 days ago

muzero kaesve

25

155

mit

8

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.

tf2 mcts muzero alphazero tensorflow tensorflow2 deep-learning reinforcement-learning deep-reinforcement-learning

Created 2020-09-12

210 commits to master branch, last one 3 years ago

computer-go-dataset yenw

39

149

unknown

18

datasets for computer go

go sgf tygem golaxy minigo muzero alphago fineart alphazero leelazero phoenixgo elf-opengo computer-go computer-go-dataset

Created 2017-04-12

440 commits to master branch, last one 7 months ago

Alpha-Gobang-Zero zhiyiYo

27

130

gpl-3.0

5

A gobang robot based on reinforcement learning.

pyqt5 gobang pytorch alphazero reinforcement-learning

Created 2021-03-20

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

alpha_zero_othello bhansconnect

23

116

mit

16

A functional Alpha Zero that plays Othello using Keras

alphazero deep-learning machine-learning reinforcement-learning

Created 2017-12-16

91 commits to master branch, last one 3 years ago

chess-deep-rl zjeffer

10

109

gpl-3.0

8

Research project: create a chess engine using Deep Reinforcement Learning

ai mcts chess alphazero chess-engine deep-learning neural-network neural-networks machine-learning reinforcement-learning artificial-intelligence deep-reinforcement-learning

Created 2021-10-25

133 commits to main branch, last one 7 months ago

allie manyoso

21

106

gpl-3.0

13

Allie: A UCI compliant chess engine

mcts chess deepmind alphabeta alphazero chess-engine neural-network

Created 2019-02-13

340 commits to master branch, last one 4 years ago

alpha_zero michaelnny

20

99

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 3 months ago

AnimalChess netcan

12

94

mit

6

Animal Fight Chess Game（斗兽棋） written in rust.

ai rust chess minmax alphazero board-game alpha-beta-pruning monte-carlo-tree-search

Created 2020-06-03

91 commits to master branch, last one 2 years ago

Sayuri CGLemon

10

92

gpl-3.0

3

AlphaZero based engine for the game of Go (圍棋/围棋).

mcts baduk weiqi sayuri alphago alphazero deeplearning gumbel-alphazero

Created 2021-04-02

929 commits to master branch, last one 12 days ago

turbozero lowrollr

7

90

apache-2.0

2

fast + parallel AlphaZero in JAX

jax mcts alphazero vectorization gpu-acceleration reinforcement-learning monte-carlo-tree-search

Created 2023-03-09

632 commits to main branch, last one about a month ago

AlphaGo-Zero-Gobang YoujiaZhang

9

85

mit

2

Meta-Zeta是一个基于强化学习的五子棋(Gobang)模型，主要用以了解AlphaGo Zero的运行原理的Demo，即神经网络是如何指导MCTS做出决策的，以及如何自我对弈学习。源码+教程

ai gui mcts gobang gomuku alphago alphazero tensorflow deep-learning residual-networks

Created 2021-12-02

51 commits to main branch, last one 2 years ago

galvanise_zero richemslie

10

81

mit

11

Learning from zero (mostly based off of AlphaZero) in General Game Playing.

ggp hex baduk chess gzero amazons reversi connect6 alphazero alpha-zero breakthrough deep-learning expert-iteration general-game-playing reinforcement-learning

This repository has been archived (exclude archived)

Created 2017-11-28

654 commits to dev branch, last one 4 years ago

minizero rlglab

20

76

unknown

7

MiniZero: An AlphaZero and MuZero Training Framework

go hex mcts nogo atari gomoku muzero othello alphazero tictactoe killall-go board-games gumbel-muzero gumbel-alphazero outer-open-gomoku reinforcement-learning monte-carlo-tree-search deep-reinforcement-learning

Created 2023-10-16

438 commits to main branch, last one 3 months ago

BUGOUT Terkwood

8

76

mit

6

AI-driven, Multiplayer Go/Weiqi/Baduk for the web 🐛🤖🦀♟

igo rust baduk goban redis weiqi katago alphago go-game alphazero boardgame board-game multiplayer microservices redis-streams multiplayer-game distributed-systems distributed-monolith artificial-intelligence

Created 2019-06-09

406 commits to unstable branch, last one 3 years ago