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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

Deep-reinforcement-learning-with-pytorch sweetice

833

3.7k

mit

34

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

a2c a3c dqn ppo sac td3 trpo sarsa resnet alphago pytorch algorithm reinforce actor-critic deep-learning policy-gradient actor-critic-algorithm deep-reinforcement-learning

Created 2018-06-09

4 commits to master branch, last one 4 years 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

deep_learning_and_the_game_of_go maxpumperla

387

952

unknown

75

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 about a year 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

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