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机巧围棋(CleverGo)基于Python+Pygame+PaddlePaddle打造一款点击按钮就能可视化地训练围棋人工智能的程序。

License: MIT License

Python 100.00%

al-zero's Introduction

机巧围棋(CleverGo)

GitHub Repo stars GitHub forks GitHub QQGroup

GitHub主页

机巧围棋(CleverGo)是基于Python+Pygame+PaddlePaddle打造的一款点击按钮就能可视化地训练围棋人工智能的程序。

机巧围棋通过模块化设计,搭建了一整套简单易用的围棋AI学习、开发、训练及效果可视化验证框架。

期望大家能够Star支持机巧围棋鸭~!

版本说明

当前版本为尝鲜版,可能会有未测试出的Bug。如发现问题,强烈建议加QQ群935098082与我们进行交流,我们仍在更新~

安装说明

Python版本: 3.7

下载链接: https://github.com/QPT-Family/QPT-CleverGo/archive/refs/heads/main.zip

依赖安装: pip install -r requirements.txt

音乐资源: 在项目assets/文件夹下创建musics文件夹,并将任意.mp3格式音频文件放入该文件夹下即可。 可选音乐资源包:下载链接 ,提取码tixk

功能说明

  • 程序启动入口:play_game.py 启动界面

  • 点击训练幼生阿尔法狗: 训练初始界面

  • 点击开始训练: 训练过程

  • 对弈: 对弈

其它说明

目前正在编写项目技术原理文档,技术原理文档将从以下8个方面详细介绍项目核心技术原理:

  1. 围棋基本知识
  2. 围棋模拟器(GymGo)核心方法原理
  3. 游戏引擎(Pygame)核心方法
  4. 深度学习框架(PaddlePaddle)核心方法
  5. 深度强化学习基本原理方法
  6. AlphaGo基本原理
  7. CleverGo项目程序设计方法原理
  8. CleverGo未来规划

具体规划请参见:机巧围棋(CleverGo)技术原理文档

al-zero's People

Contributors

deepgege avatar gt-zhangacer avatar

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