Search Results - RepositoryStats

1.0k

3.7k

mit

112

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 about a month ago

AlphaZero_Gomoku junxiaosong

960

3.2k

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 2 months ago

muzero-general werner-duvaud

600

2.4k

mit

75

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

AlphaZero.jl jonathan-laurent

136

1.2k

mit

26

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

julia alphazero deep-learning machine-learning

Created 2019-09-04

681 commits to master branch, last one 3 months ago

ChineseChess-AlphaZero NeymarL

339

1.0k

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

LightZero opendilab

89

941

apache-2.0

11

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

Created 2022-10-08

148 commits to main branch, last one a day ago

ChessCoach chrisbutner

19

442

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 about a year ago

tinyzero s-casci

14

398

mit

3

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 5 months ago

alpha-zero-gomoku hijkzzz

48

358

unknown

10

A Multi-threaded Implementation of AlphaZero

cpp libtorch alphazero gomoku-game multithreading

Created 2018-12-29

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

pgx sotetsuk

22

352

apache-2.0

5

♟️ 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

871 commits to main branch, last one 10 days ago

neural_network_chess asdfjkl

27

272

unknown

12

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

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

CrazyAra QueensGambit

42

231

gpl-3.0

19

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

1,519 commits to master branch, last one about a month ago

computer-go-dataset yenw

37

147

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 17 days ago

muzero kaesve

23

147

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

alpha_zero_othello bhansconnect

23

114

mit

17

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 2 years ago

allie manyoso

21

104

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 3 years ago

Alpha-Gobang-Zero zhiyiYo

21

95

gpl-3.0

3

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

AnimalChess netcan

11

90

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 about a year ago

galvanise_zero richemslie

10

83

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

Created 2017-11-28

654 commits to dev branch, last one 4 years ago

chess-deep-rl zjeffer

8

78

unknown

7

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

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

BUGOUT Terkwood

7

74

mit

5

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 2 years ago

turbozero lowrollr

5

72

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

625 commits to main branch, last one 3 months ago

AlphaGo-Zero-Gobang YoujiaZhang

8

67

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 about a year ago

Sayuri CGLemon

7

65

gpl-3.0

2

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

828 commits to master branch, last one 7 days ago

alphazero-general kevaday

17

59

mit

7

A fast, generalized, and modified implementation of Deepmind's distinguished AlphaZero in PyTorch.

game cython alphazero board-game deep-learning reinforcement-learning

Created 2021-06-01

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

minizero rlglab

9

55

unknown

5

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

417 commits to main branch, last one 8 days ago