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alpha-zero

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

Jupyter Notebook
4217
8 个月前

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

C++
3399
6 年前

An environment of the board game Go using OpenAI's Gym API

Python
175
3 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
90
7 年前

Learning from zero (mostly based off of AlphaZero) in General Game Playing.

Python
83
3 年前

AlphaZero-like AI solution for playing Ultimate Tic-Tac-Toe in the browser

JavaScript
72
3 年前

AlphaGo Zero implementation using Flux.jl

Julia
72
5 年前

Using self-play, MCTS, and a deep neural network to create a hearthstone ai player

Python
29
7 年前

A clean and easy implementation of MuZero, AlphaZero and Self-Play reinforcement learning algorithms for any game.

Python
16
10 个月前

An implementation of the AlphaZero algorithm for adversarial games to be used with the machine learning framework of your choice

Python
12
5 年前

A gomoku AI based on Alpha Zero paper.

Python
12
2 年前

hyper optimized alpha zero implementation to play gomoku (distributed training with ray, mcts with cython)

Python
8
3 年前

hyper optimized alpha zero implementation to play gomoku (distributed training with ray, mcts with cython)

Python
8
3 年前

A simplified version of Shogi with the AI is trained by alpha-zero-type training method

Python
8
8 年前

presentation on AlphaZero for AI seminar (http://ktiml.mff.cuni.cz/~bartak/ui_seminar/)

TeX
7
8 年前

Visual representation of RTS game, supported by deep reinforcement learning algorithm Alpha Zero written in python.

C++
7
5 年前

Java based alpha zero reinforcement learning. The core module suppports implementing any adversary board game. Example implementation for Tic Tac Toe.

Java
6
2 年前