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Deep Reinforcement Learning With Pytorch ⭐ 2,741

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

Alphazero_gomoku ⭐ 2,427

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

Muzero General ⭐ 2,203

Replicating AlphaGo's architecture in a readable manner

Deep_learning_and_the_game_of_go ⭐ 831

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

BetaGo: AlphaGo for the masses, live on GitHub.

Reversi Alpha Zero ⭐ 634

Reversi reinforcement learning by AlphaGo Zero methods.

Cchess Zero ⭐ 347

AlphaZero implemented Chinese chess. AlphaGo Zero / AlphaZero实践项目，实现中国象棋。

Tetris_mcts ⭐ 309

MCTS project for Tetris

Minimalistic AlphaGoZero-like Engine

Crazyara ⭐ 217

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

Joshiego ⭐ 217

A Go playing program implemented in Tensorflow roughly according to the architecture of AlphaGo. Current strength is 3~4 amateur dan.

Supergo ⭐ 207

A student implementation of Alpha Go Zero

Scalphagozero ⭐ 139

An independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)

Machine Learning With Python ⭐ 133

内容摘自'中国大学MOOC'

Alphago_demo ⭐ 115

This is the code for "How Does DeepMind's AlphaGo Zero Work?" Siraj Raval on Youtube

Td Gammon ⭐ 90

Implementation of TD-Gammon in TensorFlow.

Alphazero_gomoku_mpi ⭐ 86

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

Connect4 Alpha Zero ⭐ 83

Connect4 reinforcement learning by AlphaGo Zero methods.

Go-playing neural network in Python using TensorFlow

Alpha Zero Boosted ⭐ 60

A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)

Alphagozero ⭐ 57

Unofficial attempt to rebuild AlphaGo Zero

Reinforcementlearning ⭐ 48

Reinforcing Your Learning of Reinforcement Learning

15_by_15_alphagomoku ⭐ 47

An implementation of improved AlphaGo algorithm in the game of Gomoku.

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

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。

Alphazero_gomoku Tensorflow ⭐ 35

Kkalphagozero ⭐ 34

alphaGoZero论文的实现

Korean Chess AI using AlphaGo Zero algorithms.

Alphazero_quoridor ⭐ 25

An AlphaZero implementation of game Quoridor

Alphago Zero Gobang ⭐ 25

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

Alphazero_chinesechess ⭐ 24

Minialphago For Reversi ⭐ 24

An AI for Reversi.

Betaelephant ⭐ 19

Chinese Chess UCCI engine

Alpha_zero ⭐ 18

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

Myalphagozeroonconnect4 ⭐ 15

My Simple Implementation of AlphaGo Zero on Connect4

Alpha Zero General ⭐ 15

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

Monte Carlo Tree Search ⭐ 14

Alphafive ⭐ 13

alphaGo版本的五子棋(gobang, gomoku)

야매장기 - 알파고를 참고한 장기 AI

Alpha Nagibator ⭐ 12

Implementation of self-play based reinforcement learning for Checkers based on the AlphaGo Zero methods.

Alphagopolicynet ⭐ 12

Implementing the supervised learning policy networks of AlphaGo

Neural_slime_volley_py ⭐ 11

Partial port of otoro excellent javascript Neural Slime Volleyball app

AlphaGo Zero Reimplementation. MCTS Self Play library.

Alphazero_gomoku_paddlepaddle ⭐ 10

Othello AI (AlphaGo's PV-MCTS algorithm)

Alphaxos ⭐ 10

Deep Reinforcement Learning with Self-Play

Neural Network + Monte Carlo Tree Search powered Chess engine

Gym Tictactoe Zero ⭐ 9

Tic Tac Toe with Alpha Zero method - My first work

Chesswarrior ⭐ 9

Final Project of Spring 2018 Artificial Intelligence at Tongji Univ.

Alpha Santorini ⭐ 8

Replicated the Alpha Go Zero paper but applied it to the game Santorini.

Mini Alpha Go ⭐ 8

A simplified version of DeepMind's AlphaGo for playing Connect4

Othello Zero ⭐ 8

An implementation of the AlphaGo Zero and the AlphaZero algorithm for othello playing.

Tensorflow Rl ⭐ 8

텐서플로우 강화학습 튜토리얼 : AlphaGo부터 스타크래프트2 강화학습 에이전트 만들어보기

Hybridalpha ⭐ 7

HybridAlpha - a mix between AlphaGo Zero and AlphaZero for multiple games

Chapter15 Alphazero ⭐ 7

Chapter 15 AlphaZero in book Deep Reinforcement Learning: code example of AlphaZero solving Gomoku game.

Cygo is Go AI has feature of like AlphaGo Fan

Shogi Alpha Zero ⭐ 6

Alphazero_gomoku_wuziqi ⭐ 5

My implementation of AlphaZero for gomoku (Wu Zi Qi, 五子棋); Poorman's AlphaZero

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