Git Product home page Git Product logo

tetris-ai's Introduction

tetris-ai

Screenshot 2021-12-01 at 23 36 28

Specification

This version has been optimized based on rules set out by the UCL 2021 ENGF0002 challenge specification.
This includes a 400-block limit and a proprietary scoring system which differs slightly from the original Nintendo NES relese.

Within this specification, it achieved the highest overall score in UCL's 2021 challenge (52846).

Artificial Intelligence

The AI was optimised using a multi-processed genetic algorithm approach.

Various population sizes and mutation rates were tried throughout this project, with mixed results. The final values have been found to be the most effective in reducing the local maxima problem.

tetris-ai's People

Contributors

miberl avatar

Watchers

 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.