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Deep-reinforcement-learning-with-pytorch sweetice

858

4.0k

mit

36

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

alpha-zero-general suragnair

1.1k

3.9k

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 7 months ago

AlphaZero_Gomoku junxiaosong

972

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 8 months ago

muzero-general werner-duvaud

616

2.5k

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

deep_learning_and_the_game_of_go maxpumperla

390

995

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

CrazyAra QueensGambit

42

249

gpl-3.0

21

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

1,530 commits to master branch, last one 2 months 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 6 months ago

Sayuri CGLemon

10

90

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

894 commits to master branch, last one 2 months ago

alpha_zero michaelnny

18

89

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 about a month ago

AlphaGo-Zero-Gobang YoujiaZhang

8

83

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

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

TamaGo kobanium

11

61

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

178 commits to main branch, last one 6 days ago

pyDLGO CGLemon

9

59

mit

2

基於深度學習的 GTP 圍棋（围棋）引擎，KGS 指引文件以及演算法教學。

mcts baduk goban weiqi alphago game-of-go deep-learning

Created 2021-08-10

134 commits to master branch, last one 4 months ago

Ghost Liu8018

8

47

unknown

2

基于miniGo的幻影围棋AI，2019中国计算机博弈大赛幻影围棋组冠军；AI of Phantom Go based on miniGo

minigo python alphago alphazero phantom-go deep-learning

Created 2019-10-09

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

alpha-zero-general cestpasphoto

11

39

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 6 months ago