alphago-zero · GitHub Topics

#计算机科学#A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Tensorflow PyTorch Keras gobang alpha-zero alphago-zero alphago reinforcement-learning self-play mcts monte-carlo-tree-search 深度学习 alphazero 神经网络

Jupyter Notebook 4.16 k

5 个月前

junxiaosong / AlphaZero_Gomoku

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

alphazero mcts alphago-zero gobang monte-carlo-tree-search alphago reinforcement-learning rl board-game self-learning PyTorch Tensorflow

Python 3.49 k

1 年前

pytorch / ELF

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

reinforcement-learning alphago-zero rl rl-environment alpha-zero Go

C++ 3.4 k

6 年前

Zeta36 / chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

reinforcement-learning Keras alphago-zero Tensorflow chess

Jupyter Notebook 2.17 k

2 年前

maxpumperla / deep_learning_and_the_game_of_go

#计算机科学#Code and other material for the book "Deep Learning and the Game of Go"

深度学习 neural-networks 机器学习数据科学 Python games alphago alphago-zero

Python 1.02 k

10 个月前

mokemokechicken / reversi-alpha-zero

#计算机科学#Reversi reinforcement learning by AlphaGo Zero methods.

reinforcement-learning 深度学习 alphago-zero Keras Tensorflow 机器学习

Python 678

3 年前

bupticybee / icyChessZero

中国象棋alpha zero程序

alphago-zero alphago chinese-chess reinforcement-learning 中文

Jupyter Notebook 405

6 年前

yhyu13 / AlphaGOZero-python-tensorflow

Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]...

deepmind supervised-learning alphago-zero

Python 342

3 年前

dylandjian / SuperGo

#计算机科学#A student implementation of Alpha Go Zero

alphago-zero alphago reinforcement-learning PyTorch mcts Python 机器学习

Python 280

7 年前

michaelnny / alpha_zero

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

alphago-zero alphazero alphago Go reinforcement-learning

Python 137

8 个月前

Zeta36 / connect4-alpha-zero

Connect4 reinforcement learning by AlphaGo Zero methods.

reinforcement-learning Keras Tensorflow alphago-zero

Python 113

4 年前

Urinx / ReinforcementLearning

Reinforcing Your Learning of Reinforcement Learning

reinforcement-learning alphago-zero mcts q-learning policy-gradient doom tic-tac-toe space-invaders ppo advantage-actor-critic dqn alphago ddpg

Python 95

6 年前

blanyal / alpha-zero

#计算机科学#AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement ...

alphazero alpha-zero alphago-zero Tensorflow reinforcement-learning mcts self-play game 深度学习机器学习 resnet tic-tac-toe deepmind

Python 90

7 年前