Awesome

<p align="center"> <img width="12%" align="center" src="app/resource/images/icon/二哈.png" alt="logo"> </p> <h1 align="center"> Alpha Gobang Zero </h1> <p align="center"> A gobang robot based on reinforcement learning </p> <p align="center"> <a style="text-decoration:none"> <img src="https://img.shields.io/badge/Version-v1.0-blue.svg?color=00B16A" alt="Version v1.0"/> </a> <a style="text-decoration:none"> <img src="https://img.shields.io/badge/Python-3.8.6-blue.svg?color=00B16A" alt="Python 3.8.6"/> </a> <a style="text-decoration:none"> <img src="https://img.shields.io/badge/PyTorch-1.8.1-blue?color=00B16A" alt="PyTorch 1.8.1"/> </a> <a style="text-decoration:none"> <img src="https://img.shields.io/badge/PyQt-5.15.2-blue?color=00B16A" alt="PyQt 5.15.2"/> </a> <a style="text-decoration:none"> <img src="https://img.shields.io/badge/OS-Win%2010%20|%20Win%2011-blue?color=00B16A" alt="OS Win10 | Win 11"/> </a> </p> <div align="center"> <img src="docs/screenshot/游戏界面.png" alt="游戏界面" width="70%"/> </div>

Policy-Value Net

Network structure
- ConvBlock × 1
- ResidueBlock × 4
- PolicyHead × 1
- ValueHead × 1
Network visualization

Quick start

Create virtual environment:

conda create -n Alpha_Gobang_Zero python=3.8
conda activate Alpha_Gobang_Zero
pip install -r requirements.txt

Install PyTorch，refer to the blog for details；

Start game:

conda activate Alpha_Gobang_Zero
python game.py

Train model

conda activate Alpha_Gobang_Zero
python train.py

Blog

《如何使用自对弈强化学习训练一个五子棋机器人Alpha Gobang Zero》

Reference

FAQs

Why does the window get stuck when it is dragged?

Because the interface background uses acrylic effect, this problem will occur for some versions of win10. There are three solutions:
- Upgrade win10 to the latest version.
- Uncheck the check box of Advanced system settings --> Performance --> Show window contents when dragging.
- Turn off the option to enable acrylic background in the setting interface.
Why does the configuration I modified in the settings interface not take effect immediately?

The modified configuration will take effect at the beginning of the next game.

License

Alpha-Gobang-Zero is licensed under GPLv3.