GithubHelp home page GithubHelp logo

tanmay-gp / cricket Goto Github PK

View Code? Open in Web Editor NEW

This project forked from adikal/cricket

0.0 1.0 0.0 1.8 MB

Monte Carlo Tree Search based AI Engine for the game of Cricket

License: MIT License

Java 100.00%

cricket's Introduction

The code, written in pure Java, implements an AI engine for the game of Cricket based on Monte Carlo Tree Search. 

For more details, see this blog post: 

	http://resonantai.blogspot.com/2016/07/designing-ai-for-cricket.html


*** REQUIREMENTS ***

The code uses Maven to manage dependencies. See the pom.xml file for dependency information. 

In particular, it uses the JFreeChart package to display graphs for various cricket-themed stats.


*** USAGE ***

To run the code, use TestAIEngine.java (in the package test.cricket.aiengine). 

See usage options inside the class. 

The default run configuration (i.e. with no arguments specified) simulates one T20 match between India and Australia and displays graphs with stats at the end.

UPDATE: There is now a "build" folder with a pre-packaged JAR file (cricket.jar)

To run the app, navigate to the build folder and type:

	java -cp cricket.jar cricket.aiengine.TestAIEngine play [N]
	
	where N = number of overs you wish to simulate (e.g. N=10 for a 10 over match)

cricket's People

Contributors

adikal avatar

Watchers

Tanmay avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.