imclab / evo-neural-network-agents

Evolving of neural networks for collective agents

evo-neural-network-agents

Simulation of evolution of neural network driven agents in the small world with the pieces of food.

Video demonstrations on Youtube

Evolving of neural network driven agents

• video 1
• video 2
• video 3
• video 4

More info in this article (in Russian)

This project depends on Generic Genetic Algorithm project (has a maven dependency)

About

basic concepts

How neural network driven agent interacts with environment:

try it

• Install Java Runtime Environment
• Download simulator.jar from http://github.com/lagodiuk/evo-neural-network-agents/tree/master/bin
• Launch simulator from command line: java -jar simulator.jar
• You can find here different evolved configurations of neural networks

for developers

Language: Java
Build with: Maven

1. git clone https://github.com/lagodiuk/genetic-algorithm.git
2. git clone https://github.com/lagodiuk/evo-neural-network-agents.git
3. mvn -f genetic-algorithm/pom.xml install
4. mvn -f evo-neural-network-agents/pom.xml install

Architecture of principal components of application:

evolving neural networks

How neural networks evolving with genetic algorithm: