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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
4258
9 个月前

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

C++
3402
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
84
3 年前

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

JavaScript
73
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
1 年前

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
14 天前