neuroevolution

There are 21 repositories under neuroevolution topic.

xviniette / FlappyLearning
Program learning to play Flappy Bird by machine learning (Neuroevolution)
flappybird machine-learning neuroevolution
Language:JavaScript 3991
ssusnic / Machine-Learning-Flappy-Bird
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm
machine-learning flappy-bird genetic-algorithm machine-learning-algorithm artificial-intelligence neuroevolution ai-tutorial ai artificial-evolution game-programming html5 javascript phaser phaser-tutorial machinelearning machine-intelligence neural-networks neural-network genetic-algorithms flappybird
Language:JavaScript 1826
CodeReclaimers / neat-python
Python implementation of the NEAT neuroevolution algorithm
neuroevolution python
Language:Python 1446
MorvanZhou / Evolutionary-Algorithm
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
distributed-es es evolution-strategies evolution-strategy evolutionary-algorithm genetic-algorithm machine-learning microbial-ga microbial-genetic-algorithm neat nes neural-nets neural-network neuroevolution openai python reinforcement-learning travel-sale-problem travel-sales-problem tutorial
Language:Python 1217
nnaisense / evotorch
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
artificial-intelligence distributed evolutionary-algorithms evolutionary-computation gpu neural-networks neuroevolution optimization optimization-algorithms python pytorch reinforcement-learning
Language:Python 1037
Lucifier129 / factor-network
A simple factor network implementation written by JavaScript
neural-network neuroevolution flappy-bird backpropagation-learning-algorithm
Language:JavaScript 539
brucefan1983 / GPUMD
Graphics Processing Units Molecular Dynamics
cuda gpu gpumd heat-transport high-performance-computing machine-learning machine-learning-potential molecular-dynamics molecular-dynamics-simulation natural-evolution-strategies neural-network neuroevolution phonon physics-simulation simulation
Language:Cuda 502
colgreen / sharpneat
SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.
ai evolutionary-computation reinforcement-learning neural-network neat sharpneat evolution evolutionary-algorithm neuroevolution neural-networks
Language:C# 397
adaptive-intelligent-robotics / QDax
Accelerated Quality-Diversity
framework jax neuroevolution quality-diversity reinforcement-learning research
Language:Python 274
dcmocanu / sparse-evolutionary-artificial-neural-networks
Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).
adaptive-sparse-connectivity artificial-neural-networks classification complex-networks deep-learning deep-learning-algorithms deep-learning-papers deep-neural-networks evolutionary-algorithms generative-models multi-layer-perceptron neuroevolution randomization restricted-boltzmann-machine scalability scalable-deep-learning sparse-evolutionary-training sparse-neural-networks sparse-training sparsity
Language:Python 247
EMI-Group / evox
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
evolutionary-algorithms neuroevolution gpu-acceleration ray brax derivative-free-optimization evolutionary-optimization evolutionary-reinforcement-learinig gradient-free-optimization jax metaheuristics multi-objective-optimization population-based-optimization gym black-box-optimization evolutionary-computation evolutionary-strategies pytorch
Language:Python 242
aimAndShoot
victorqribeiro / aimAndShoot
A neuroevolution game experiment.
neural-network genetic-algorithm neuroevolution game experiment javascript canvas machine-learning
Language:JavaScript 232
Alro10 / awesome-deep-neuroevolution
A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
awesome deep-neural-networks deep-neuroevolution deep-reinforcement-learning evolution-strategies evolutionary-algorithms genetic-algorithms neuroevolution
222
shiffman / Neural-Network-p5
Deprecated! See:
genetic-algorithm javascript machine-learning neural-network neuroevolution p5js
Language:JavaScript 222
adityathebe / evolutionSimulator
Evolution Simulator with Box2D
matter-js tensorflowjs p5js neuroevolution genetic-algorithm evolutionary-algorithms
Language:JavaScript 164
Cephalopods
jobtalle / Cephalopods
Evolving squids through neuroevolution
artificial-life genetic-algorithm neural-network neuroevolution
Language:JavaScript 162
pkalivas / radiate
A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques
neat genetic-engine genetic-algorithm genetic-programming artificial-intelligence neuroevolution rust evolutionary-algorithms evolutionary-algorithm
Language:Rust 160
SC4RECOIN / NeuroEvolution-BTC-Trader
Building a population of models that trade crypto and mutate iteratively
trading-bot bitcoin neuroevolution reinforcement-learning genetic-algorithm genetic trading bot algorithmic-trading algotrading
Language:Go 156
PaulPauls / Tensorflow-Neuroevolution
Neuroevolution Framework for Tensorflow 2.x focusing on modularity and high-performance. Preimplements NEAT, DeepNEAT, CoDeepNEAT
codeepneat deep-learning neat neuroevolution tensorflow tensorflow-neuroevolution
Language:Python 125
crisbodnar / TensorFlow-NEAT
TensorFlow Eager implementation of NEAT and Adaptive HyperNEAT
adaptive deep-neuroevolution eager-execution hyperneat neat neuroevolution tensorflow
Language:Python 121
ukuleleplayer / pureples
Pure Python Library for ES-HyperNEAT. Contains implementations of HyperNEAT and ES-HyperNEAT.
hyperneat es-hyperneat substrate neuroevolution python-library population hidden-nodes
Language:Python 114
tlemo / darwin
Evolutionary Algorithms Framework
ai evolution evolutionary-algorithms genetic-algorithms genetic-programming ml neuroevolution
Language:C++ 111
ddehueck / pytorch-neat
A pytorch implementation of the NEAT (NeuroEvolution of Augmenting Topologies) algorithm
genetic-algorithms neat neural-networks neuroevolution pytorch
Language:Python 105
vivek3141 / super-mario-neat
This program evolves an AI using the NEAT algorithm to play Super Mario Bros.
mario neat machine-learning neural-network neuroevolution neat-python super-mario-bros genetic-algorithm gym gym-super-mario-bros super-mario
Language:Python 102
zampino / exnn
An Elixir Evolutive Neural Network framework à la G.Sher
elixir actuators sensor mutations gen-server neuroevolution otp neural-network
Language:Elixir 100
EMI-Group / tensorneat
GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)
brax jax neuroevolution neat neuroevolution-of-augmenting-topologies neuroevolutionofaugmentedtopologies
Language:Jupyter Notebook 93
goNEAT
yaricom / goNEAT
The GOLang implementation of NeuroEvolution of Augmented Topologies (NEAT) method to evolve and train Artificial Neural Networks without error back propagation
artificial-neural-networks neuroevolution neat augmenting-topologies unsupervised-learning unsupervised-machine-learning neural-network reinforcement-learning-algorithms reinforcement-learning
Language:Go 77
flxsosa / DeepHyperNEAT
A public python implementation of the DeepHyperNEAT system for evolving neural networks. Developed by Felix Sosa and Kenneth Stanley. See paper here: https://eplex.cs.ucf.edu/papers/sosa_ugrad_report18.pdf
neuroevolution evolutionary-computation evolutuonary-algorithms artificial-intelligence neural-networks evolution genetic-algorithm brain neat hyperneat deephyperneat
Language:Python 72
jinyeom / neat
NEAT (NeuroEvolution of Augmenting Topologies) implemented in Go
neat go neuroevolution neural-network topologies reinforcement-learning recurrent-neural-networks genetic-algorithm
Language:Go 72
TLmaK0 / rustneat
Rust Neat - NeuroEvolution of Augmenting Topologies
rust neuroevolution augmenting-topologies-neat
Language:Rust 70
godot-neural-network
stoicaandrei / godot-neural-network
Applied artificial intelligence in Godot game engine
artificial-intelligence godot neuroevolution perceptrons predictions
Language:GDScript 67
brucefan1983 / NEP_CPU
CPU version of NEP
gpumd nep neuroevolution pynep calorine machine-learned-potential neuroevolution-potential
Language:C++ 57
travisdesell / exact
EXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM
evolved-neural-networks gecco evolution neuroevolution time-series-prediction evolutionary-algorithms
Language:C++ 57
aims-umich / neorl
NeuroEvolution Optimization with Reinforcement Learning
evolutionary-algorithms large-scale neuroevolution optimization-algorithms reinforcement-learning
Language:Python 55
fillassuncao / denser-models
convolutional-neural-networks deep-learning denser evolutionary-computation machine-learning neuroevolution
Language:Python 54
Evolutionary-Intelligence / EvolutionaryComputation-A-Modern-Perspective-ECAMP
Evolutionary Computation: A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: from 2023 to 2027).
artificial-intelligence artificial-life evolution-strategy evolutionary-algorithm evolutionary-computation evolutionary-robotics genetic-algorithm genetic-programming global-optimization machine-learning meta-evolution neuroevolution quality-diversity
48

neuroevolution

xviniette / FlappyLearning

ssusnic / Machine-Learning-Flappy-Bird

CodeReclaimers / neat-python

MorvanZhou / Evolutionary-Algorithm

nnaisense / evotorch

Lucifier129 / factor-network

brucefan1983 / GPUMD

colgreen / sharpneat

adaptive-intelligent-robotics / QDax

dcmocanu / sparse-evolutionary-artificial-neural-networks

EMI-Group / evox

victorqribeiro / aimAndShoot

Alro10 / awesome-deep-neuroevolution

shiffman / Neural-Network-p5

adityathebe / evolutionSimulator

jobtalle / Cephalopods

pkalivas / radiate

SC4RECOIN / NeuroEvolution-BTC-Trader

PaulPauls / Tensorflow-Neuroevolution

crisbodnar / TensorFlow-NEAT

ukuleleplayer / pureples

tlemo / darwin

ddehueck / pytorch-neat

vivek3141 / super-mario-neat

zampino / exnn

EMI-Group / tensorneat

yaricom / goNEAT

flxsosa / DeepHyperNEAT

jinyeom / neat

TLmaK0 / rustneat

stoicaandrei / godot-neural-network

brucefan1983 / NEP_CPU

travisdesell / exact

aims-umich / neorl

fillassuncao / denser-models

Evolutionary-Intelligence / EvolutionaryComputation-A-Modern-Perspective-ECAMP