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

A Multi-threaded Implementation of AlphaZero (C++)

An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku

A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.

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本项目主要是采用蒙特卡洛搜索树与残差神经网络实现的一个可在小规模硬 件设施上短期训练一个拥有较强棋力的五子棋 AI。参考 AlphaGo Zero 原始论文 《Mastering the game of Go without human knowledge》实现的一个在五子棋游 戏上的复现，实现过程中采用相应的原创性方法进行改进，使其算法更加适应项 目需求并最终取得的较好的效果。MCTS 部分使用 C++编写的带虚拟损失的树并 行版本的 Python 扩展，训练管道与神经网络部分均使用 Python 编写。

基于Pytorch, 使用强化学习(自博弈+MCTS)训练一个五子棋AI

An illustration program which visualizes the MCTS mechanism inside AlphaZero in order to provide a better understanding of how an AI makes decisions. 一个通过可视化AlphaZero中的蒙特卡洛树搜索来解释AI决策方式的程序。

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A gomoku AI based on Alpha Zero paper.

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

Gomoku AI (Alpha Zero) implemented by pytorch and onnxruntime.

Zero + is a Gomoku AI that implements threat space search, minimax with alpha beta pruning optimized with Zobrist and linear sequence cache, Principal Variation Search, and Monte Carlo Tree Search.

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

AlphaGomoku is a Gomoku AI implementation based on Alpha Zero's algorithm

A RL agent using ResNet and MCTS to master the game of Gomoku through self-play inspired by the algorithm of Alpha-zero and AlphaGo. Named after its victim—inspired by the names AlphaGo-Fan and AlphaGo-Lee—but scoped beyond defeating Guerzhoy's simple AI (see gomoku.py) rather its goal is to master the game of Gomoku.

AlphaZero implementation of Gomoku

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Pygame and Keras implementation of Gomoku game with simple AlphaGo Zero.

用Alpha元下五子棋

A Reinforcement Learning Gomoku project based on AlphaZero Algorithm

AlphaZero-style Gomoku (9×9) with ResNet backbone and threat-aware input representation.

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Final Project of ELEN6885@Columbia University

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an impletation of Gomoku AI based on AlphaZero

An implementation of the AlphaZero algorithm for Renju rule Gomoku

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