neuroevolution

There are 360 repositories under neuroevolution topic.

  • EC-A-Modern-Perspective

    Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (from 2023 to 2027).

    41

  • machine_learning_games

    Set of games and simulations designed to experiment with QLearning, Neuroevolution, and PoseNet.

    Language:JavaScript41

  • NEP_CPU

    CPU version of NEP

    Language:C++40

  • goNEAT_NS

    This project provides GOLang implementation of Neuro-Evolution of Augmenting Topologies (NEAT) with Novelty Search optimization aimed to solve deceptive tasks with strong local optima

    Language:Go37

  • tensorneat

    GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)

    Language:Python35

  • NEAT_for_Godot

    An implementation of Kenneth O. Stanley's NEAT Algorithm for the Godot game engine, written in gdscript.

    Language:GDScript35

  • NeuroEvolutionMarketTrader

    Neuro evolution agent to buy and sell stocks atumatically

    Language:Jupyter Notebook34

  • evo-NEAT

    A java implementation of NEAT(NeuroEvolution of Augmenting Topologies ) from scratch for the generation of evolving artificial neural networks. Only for educational purposes.

    Language:Java34

  • neat-python

    Python implementation of the NEAT neuroevolution algorithm

    Language:Python33

  • rust-flappy-bird-ai

    AI learns to play flappy bird using neuro-evolution, implemented in Rust using macroquad

    Language:Rust32

  • UnitySharpNEAT

    Implementation of SharpNEAT in Unity 2020. Full refactor of the UnityNEAT project.

    Language:C#31

  • CoDeepNEAT

    An implementation of CoDeepNEAT using pytorch with extensions

    Language:Python29

  • xcsf

    XCSF learning classifier system: rule-based online evolutionary machine learning

    Language:C28

  • Stock-Trading-With-Neat-Algorithm

    Stock trading based on MACD indicator, using NEAT and naive algorithm

    Language:Python27

  • nevopy

    Neuroevolution framework for Python.

    Language:Python27
  • meta_intelligence

    meta_intelligence

    AI research environment for program generation.

    Language:Python27

  • pacman-ai

    A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning

    Language:Python27

  • NeuralFish

    Neuroevolution in F#

    Language:F#26

  • High-Dim-ES-RL

    Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies

    Language:Python25

  • es_pytorch

    High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters

    Language:Python24

  • Python-Cooperative-Synapse-NeuroEvolution

    A Python implementation of the "CoSyne" algorithim, as described in this paper: https://pdfs.semanticscholar.org/966e/41903b4aff42601a188bd7b26d71ef120d11.pdf

    Language:Python23

  • neat-openai-gym

    NEAT for Reinforcement Learning on the OpenAI Gym

    Language:Python23

  • neuro-evolution

    A project on improving Neural Networks performance by using Genetic Algorithms.

    Language:Python23

  • neat-rs

    Rust implementation of the NEAT evolutionary algorithm

    Language:Rust22

  • neatjs

    NEAT (Neuro Evolution of Augmenting Topologies) implementation in JavaScript

    Language:JavaScript22

  • galapagos_nao

    A playground for continual, interactive neuroevolution

    Language:Elixir21

  • NEATEST

    NEATEST: Evolving Neural Networks Through Augmenting Topologies with Evolution Strategy Training

    Language:Python20

  • NeuroEvolution-Flappy-Bird

    A comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird implemented in Python

    Language:Jupyter Notebook20

  • machine_learning_workbench

    Workbench for practical machine learning in Ruby.

    Language:Ruby19

  • GeneticAlgo_OpenAIGymCartPole

    Implementation of Genetic Algorithm to balance inverted pendulum in OpenAI gym environment

    Language:Python19

  • RobustArchitectureSearch

    This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"

    Language:Python18

  • apxr_run

    A topology and parameter evolving universal learning network.

    Language:Erlang18

  • Metroplex

    Using Simulated Annealing, Hill Climbing, and Genetic Algorithms to recreate images using shapes 🤖 🧬

    Language:Python17

  • tars

    Tesla Autopilot Racing Simuator

    Language:JavaScript17

  • UntouchableThunder

    Co-evolution of agents and environments in GVG-AI

    Language:Python16

  • pingpongAI

    Ping Pong game, but AI plays it :robot:

    Language:Python16