/ChineseChessAI

AI Agent for Chinese Chess - CS 221 Project

Primary LanguageJavaScript

ChineseChessAI

AI Agent for Chinese Chess - CS 221 Project

  • Li Deng | 2016 Autumn
  • Stanford CS 221 Artificial Intelligence


Install

# clone
https://github.com/dengl11/ChineseChessAI.git 
cd ChineseChessAI 

# Install dependencies
npm install

# start server
npm start

Open your browser, go to http://localhost:3000/ and you should be good to go



Live Performance Analysis



Demo



Disclaimer

  • AI algofithms in the backend computation engine need to be enchanced (I was a bit hasty when then poster session was approaching >_<)

    • MCTS and TDLearning implementations are not solid
    • reinforcement learning part seldom works

  • Effienciency need to be imporved

    • Current computation engine is in javascript, which is not fast enough (I did not know how to call other executables from nodeJS then..., but now I do, please see below)
    • You may implement a more powerful engine in C/C++ by calling a subprocess in server, NodeJS Child Process should help



Thanks for your interest :)