Skip to content

About

A simple organism simulation using neural networks and the NEAT algorithm to explore primitive decision-making and food-seeking behavior.

Resources

Stars

0 stars

Watchers

1 watching

Forks

Latest commit

 

History

24 Commits

Folders and files

Repository files navigation

Organism Simulation

Description

Built to better understand the NEAT algorithm and to simulate a simple neural network that mimic the cognitive ability of primitive organism such as the C. elegans roundworm.


Result

Currently the neural network is extremely simplistic with only 2 input nodes and 2 output nodes. The goal being able to gather food efficiently by learning how to turn.

Inputs:

  • Angle difference
  • Distance to food

Outputs:

  • Turn left, or right, or face forward
  • Move or pause

About

A simple organism simulation using neural networks and the NEAT algorithm to explore primitive decision-making and food-seeking behavior.

Resources

Stars

0 stars

Watchers

1 watching

Forks

Releases

Packages

Contributors

Languages