apssouza22/neuroevolution
In this project we combine Artificial Neural Network and Genetics Algorithms to build powerful AI
This project helps game developers create intelligent agents that learn how to play or navigate games through simulated evolution, rather than traditional programming or backpropagation. You provide the game environment and define how well an agent performs, and the system outputs optimized 'brains' (neural networks) for your game characters. This is ideal for game developers building AI for in-game entities like self-driving cars, strategic game pieces, or characters in a platformer.
No commits in the last 6 months.
Use this if you are a game developer looking to implement AI that can learn complex behaviors within your game world through an evolutionary process.
Not ideal if you are looking for a general-purpose machine learning library for tasks outside of game AI or prefer traditional neural network training methods like backpropagation.
Stars
19
Forks
2
Language
JavaScript
License
MIT
Category
Last pushed
Mar 02, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/apssouza22/neuroevolution"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
wagenaartje/neataptic
:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js
uber-research/deep-neuroevolution
Deep Neuroevolution
alenaksu/neatjs
NEAT (Neuro Evolution of Augmenting Topologies) implementation in JavaScript
liquidcarrot/carrot
🥕 Evolutionary Neural Networks in JavaScript
flxsosa/DeepHyperNEAT
A public python implementation of the DeepHyperNEAT system for evolving neural networks....