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 :)