Git Product home page Git Product logo

2048-python-bot's Introduction

2048-Python-Bot

A Python bot that plays 2048. Uses screen grabbing to determine the game state and a basic tree search to calculate moves.

https://gabrielecirulli.github.io/2048/

Currently reaches 2048 a little under 50% of the time.

Screen grabbing code is taken from this excellent example, and you'll have to calculate the game coordinates to match your screen size!

http://code.tutsplus.com/tutorials/how-to-build-a-python-bot-that-can-play-web-games--active-11117

Search

During tree search, the computer is simulated as an opponent that aims to create tiles in the worst possible location, and the bot picks the move that minimizes the risk of bad random placements.

Simple heuristics are used to reward good behaviors, such as keeping the top row full and keeping numbers in order so they can be combined easily.

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.