https://github.com/yourself1011/ant-colonies

An implementation of Kenneth Stanley's NeuroEvolution of Augmenting Topologies (NEAT)
https://github.com/yourself1011/ant-colonies

ai neat-algorithm

Last synced: 23 days ago
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An implementation of Kenneth Stanley's NeuroEvolution of Augmenting Topologies (NEAT)

• Host: GitHub
• URL: https://github.com/yourself1011/ant-colonies
• Owner: Yourself1011
• License: bsd-3-clause
• Created: 2023-11-23T17:36:12.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-05-28T18:45:59.000Z (7 months ago)
• Last Synced: 2024-05-29T09:54:17.447Z (7 months ago)
• Topics: ai, neat-algorithm
• Language: Processing
• Homepage:
• Size: 37.1 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Ant Colonies

An implementation of Kenneth Stanley's NeuroEvolution of Augmenting Topologies (NEAT) that follows this paper: . In this implementation, ants in a colony share a network, and the entire colony is evaluated.

Results seem to occur at around 500-1000 generations

## How to run

1. Install [Processing](https://processing.org/download)

2. Clone this repo

3. Open the repo in the PDE

4. Run it

Play around with values inside of the `params.pde` file (rerun the program to apply parameter changes)

## Controls

- `Click and drag` to move

- `Click` an ant or colony to view more details

- `Scroll` to zoom

- `+` or `-` to change simulation speed

- `o` or `p` to change the number of generations skipped between rendered ones

- `n` to skip to the next generation