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alphago-zero

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

Jupyter Notebook
4106
4 个月前

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

Python
3460
1 年前

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

C++
3389
6 年前

Chess reinforcement learning by AlphaGo Zero methods.

Jupyter Notebook
2160
2 年前

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

Python
1013
9 个月前

Reversi reinforcement learning by AlphaGo Zero methods.

Python
678
2 年前
Jupyter Notebook
399
6 年前

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]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)

Python
343
3 年前
Python
280
7 年前

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

Python
123
6 个月前

Connect4 reinforcement learning by AlphaGo Zero methods.

Python
114
4 年前

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 Learning Algorithm" by DeepMind.

Python
88
7 年前

PyTorch implementation of AlphaZero Connect from scratch (with results)

Python
81
5 年前
Python
68
5 年前

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

Python
64
4 个月前

Unofficial attempt to rebuild AlphaGo Zero

Python
58
1 年前

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

Python
46
3 个月前

A reinforcement learning based solver for combinatorial problems

C++
43
3 年前

alphaGoZero论文的实现

Python
35
7 年前