Coder Social home page Coder Social logo

neural's Introduction

Genetically trained neural network for completing an obstacle course

http://jacob.jkrall.net/neural

What's going on here?

Each box represents a neuron. A neuron has two weights that are multiplied by its two inputs (distance to next obstacle, and current energy), and an activation level that determines when the neuron will jump.

Jumping expends energy.

Neurons regain energy with time.

If a neuron tries to jump, and does not have enough energy available, it dies.

The fitness function for a neuron is how far it travels in a round. During the mating phase, neurons are more likely to reproduce if they have a high fitness.

neural's People

Contributors

inpermutation avatar

Stargazers

Diego Lanciotti avatar  avatar DanHanfry avatar Tijn Kersjes avatar  avatar Kenneth Emeka Odoh avatar

Watchers

James Cloos avatar  avatar Eris Blastar avatar  avatar  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.