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ChineseChessAI

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AI Agent for Chinese Chess - CS 221 Project

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# ChineseChessAI
AI Agent for Chinese Chess - CS 221 Project

- Li Deng | 2016 Autumn 
- Stanford CS 221 Artificial Intelligence
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## Install
```bash
# 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

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<br><br>
## Live Performance Analysis
<div style="text-align: center">
<img src="https://raw.githubusercontent.com/dengl11/ChineseChessAI/master/docs/resource/img/learn.png"  style="width: 500px;"/>
<img src="https://raw.githubusercontent.com/dengl11/ChineseChessAI/master/docs/resource/img/effenciency.png"  style="width: 500px;"/>
</div>

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## 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](https://nodejs.org/api/child_process.html) should help

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Thanks for your interest :)
<br><br>

ChineseChessAI

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