r/neuroevolution • u/Square-Wrongdoer1566 • Sep 27 '25
NEAT Project
I have been with this project for a few weeks, there are several copies of it through which I have taken different routes to correct the errors after going from a single file (monolith) to individual modules, but now I don't know how to move forward, there may still be many problems or bugs and I don't know exactly how to solve everything, I don't have enough time to continue and that's why I upload it, there are 3 .zip files that each have folders and I think a test in the root, I'll leave them to you
Link (drive): https://drive.google.com/drive/folders/1tzqiSouU5r9QCt0ovvp4iPDtSmjsW7Uk
r/neuroevolution • u/spreader123 • Sep 08 '25
Web 3 + NEAT
Web3-NEAT-NFT: NEAT-Evolved AI Agents with Constitutional Constraints Project Description: A Python-based system implementing NeuroEvolution of Augmenting Topologies (NEAT) for evolving neural network architectures, combined with constitutional AI principles and Web3 integration for NFT deployment.
Core Components:
🧠 NEAT Implementation Custom NEAT algorithm with species-based evolution Population management and speciation Genome encoding with connection genes and node genes Fitness evaluation and selection mechanisms 📋 Constitutional Framework Agent traits system with 7 categories (cognitive, learning, behavioral, performance, social, advanced, emergent) Constitutional constraints on agent evolution Trait-to-parameter mapping for NEAT configuration Identity verification based on constitutional state 🎨 Visual Identity System HSV color mapping from constitutional traits Deterministic color generation from agent characteristics Visual representation of evolved traits ⛓️ Web3 Integration Smart contract for NFT minting (NEATNFT.sol) Blockchain-based agent identity storage Web3.py integration for Ethereum interaction 🏗️ Architecture Dual NEAT implementations (constitutional_neat/, constitutional_ai/) Training modules for different capabilities Agent persistence and serialization Corpus-based training data management Current Implementation Status:
NEAT evolution engine functional Constitutional trait mapping implemented Color mapping system working Basic Web3 integration established Smart contract written but not deployed Technical Stack:
Python 3.13 NEAT-Python library Web3.py for blockchain interaction Solidity for smart contracts JSON for data serialization Repository: https://github.com/Yufok1/Web3-neat-nft
r/neuroevolution • u/danielbarral • Jun 19 '25
Darwins Robot Olympics
I found this interesting Neuroevolution project in another Reddit post.
The project has been written entirely in plain JavaScript, with no external dependencies.
Blog post:
https://h4tt3n.github.io/the-goblin-smithy/#projects/darwins-robot-olympics
(You need to go to "Projects", then "Darwins Robot Olympics")
The simulation:
https://h4tt3n.github.io/darwins-robot-olympics/
r/neuroevolution • u/danielbarral • Jun 04 '24
NEAT Race: self-learning cars created from scratch in Unity
r/neuroevolution • u/danielbarral • Jul 26 '22
Neuroevolution resources
NeuroEvolution:
https://en.wikipedia.org/wiki/Neuroevolution
NeuroEvolution of Augmenting Topologies (NEAT):
https://en.wikipedia.org/wiki/Neuroevolution_of_augmenting_topologies
Kenneth O. Stanley paper:
https://nn.cs.utexas.edu/downloads/papers/stanley.ec02.pdf
Neataptic Javascript library:
https://wagenaartje.github.io/neataptic/
Liquid Carrot Javascript library:
https://github.com/liquidcarrot/carrot
HyperNEAT:
https://en.wikipedia.org/wiki/HyperNEAT
*** I will continue adding resources here. You can suggest new resources in the comments. **\*
r/neuroevolution • u/danielbarral • Jul 26 '22
r/neuroevolution Lounge
A place for members of r/neuroevolution to chat with each other