GitHub topics: cma-es

Repositories

999ashu/Stochastic-Optimization-Methods

Stochastic optimization methods laboratory work of ITMO CT optimization course.

Language: Jupyter Notebook - Size: 4.77 MB - Last synced at: 28 minutes ago - Pushed at: about 3 hours ago - Stars: 0 - Forks: 0

nomuramasahir0/cma-learning-rate-adaptation

(GECCO2023 Best Paper Nomination & ACM TELO) CMA-ES with Learning Rate Adaptation

Language: Python - Size: 2.22 MB - Last synced at: about 18 hours ago - Pushed at: about 19 hours ago - Stars: 4 - Forks: 0

icaros-usc/pyribs

A bare-bones Python library for quality diversity optimization.

Language: Python - Size: 52.3 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 219 - Forks: 41

CyberAgentAILab/cmaes

Python library for CMA Evolution Strategy.

Language: Python - Size: 388 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 423 - Forks: 70

McDoritos/CE-Evolution

Repository on my course Evolutionary Computation, about Genetic Algorithms. This project has the objective of evolving structures and controllers on evogym

Language: Python - Size: 530 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

Modern PyTorch implementation of World Models with interactive notebooks for the Car Racing environment. Features VAE vision model, MDN-RNN memory system, and CMA-ES controller with visualization tools. Complete end-to-end reinforcement learning pipeline with clean, well-documented code.

Language: Jupyter Notebook - Size: 59 MB - Last synced at: 24 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

FloopCZ/echo-state-networks

High-performance Echo State Network simulation, optimization and visualization in modern C++.

Language: C++ - Size: 606 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

nAuTahn/eMI-BBO

GECCO 2025: Toward Efficient Mixed-Integer Black-Box Optimization via Evolution Strategies with Plateau Handling Techniques

Language: Python - Size: 139 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

jbrea/CMAEvolutionStrategy.jl

A julia implementation of the CMA Evolution Strategy for derivative-free optimization of potentially non-linear, non-convex or noisy functions over continuous domains.

Language: Julia - Size: 140 KB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 2

kachayev/car-racing-attention-agent

Reproduce the results of "Neuroevolution of Self-Interpretable Agents" paper

Language: Python - Size: 80.1 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

minyoungg/pix2latent

Code for: Transforming and Projecting Images into Class-conditional Generative Networks

Language: Python - Size: 92.4 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 194 - Forks: 14

ShangtongZhang/DistributedES

Distributed implementation of popular evolutionary methods

Language: Python - Size: 436 KB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 64 - Forks: 18

nomuramasahir0/crfmnes

(CEC2022) Fast Moving Natural Evolution Strategy for High-Dimensional Problems

Language: Python - Size: 879 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 1

yn-cloud/CMAES.NET

Covariance Matrix Adaptation Evolution Strategy (CMA-ES) implementation on C#

Language: C# - Size: 46.9 KB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 2

evolution-strategies/LLaMA-ES

LLaMA-ES: Tuning CMA-ES hyperparameters using LLaMA3 for optimized numerical function performance.

Language: Python - Size: 11.7 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

snowberryfield/regcma

Python implementation of Regulated Evolution Strategies with Covariance Matrix Adaption for continuous "Black-Box" optimization problems.

Language: Python - Size: 248 KB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

cmg-dev/master-thesis

This ist the repo for my master's thesis

Language: C++ - Size: 380 MB - Last synced at: about 1 year ago - Pushed at: over 11 years ago - Stars: 3 - Forks: 1

charlesrocabert/MoRIS

MoRIS (Model of Routes of Invasive Spread). A simulator of human-mediated dispersal via transportation networks.

Language: C++ - Size: 16.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

kuotsanhsu/Survey-CMA-ES

A survey on CMA-ES with slides and demo for the 2d case.

Size: 6.84 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

taslater/tippy-project

Website with interactive client-side CMA-ES (blackbox optimizer) demos. Reinforcement-learning demos allow users to control RL-trained robots.

Language: JavaScript - Size: 64.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

EvoConJP/CMA-ES_with_Margin

(GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization

Language: Python - Size: 2.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 27 - Forks: 1

FlorinAndrei/fast_feature_selection

Genetic algorithms and CMA-ES (covariance matrix adaptation evolution strategy) for efficient feature selection

Language: Jupyter Notebook - Size: 24.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 8

smkalami/ypea

Yarpiz Evolutionary Algorithms Toolbox for MATLAB

Language: HTML - Size: 2.33 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 25

lucaZardini/decentralized-voxel-based-soft-robots

Language: Python - Size: 47.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ktrk115/const_layout

Official implementation of the MM'21 paper "Constrained Graphic Layout Generation via Latent Optimization" (LayoutGAN++, CLG-LO, and Layout evaluation)

Language: Python - Size: 1.58 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 109 - Forks: 24

icaros-usc/dqd-rl

Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"

Language: Python - Size: 2.32 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 0

d-wrede/event_aggregation

Extract date and topic out of event invitations

Language: Python - Size: 6.81 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

maoswald/cs_masters_thesis

Machine Learning Attack on Majority Based Arbiter Physical Unclonable Functions (PUFs)

Language: TeX - Size: 3.67 MB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 1

erdem-kose/cma-es

Covariance Matrix Adaptation Evolutionary Strategy algorithm Matlab implementation(Simplified)

Language: MATLAB - Size: 19.5 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

fidelechevarria/DeepAero

Deep learning and evolutionary algorithms for identification of aerodynamic parameters

Language: Python - Size: 613 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 3

Shahdsaf/Semi-Supervised-World-Models

A new version of world models using Echo-state networks and random weight-fixed CNNs

Language: Python - Size: 5.84 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

nomuramasahir0/xnes-adaptive-lr

(EvoApps2022) "Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies"

Language: Python - Size: 1.71 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ammackenzie/Webots-Universal-Controller-and-Evolutionary-Robotics-Suite

A universal supervisor controller and ER suite for Webots that can be adapted to any wheeled robot morphology with ease. The project is also setup to allow for easy Reinforcement Learning experimentation with some select algorithms (CMA-ES, Novlty Search, MAP-Elites) and neural networks (fixed and recurrent).

Language: Python - Size: 249 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 0

Related Keywords

cma-es 39 optimization 10 evolution-strategies 10 evolutionary-algorithms 9 black-box-optimization 6 evolutionary-computation 6 evolution-strategy 5 deep-learning 4 pytorch 4 blackbox-optimization 4 artificial-intelligence 3 map-elites 3 machine-learning 3 rnn 3 reinforcement-learning 3 simulated-annealing 2 echo-state-networks 2 evolutionary-algorithm 2 reinforcement-learning-agent 2 covariance-matrix-adaptation 2 natural-evolution-strategies 2 natural-gradients 2 optimization-algorithms 2 cmaes 2 genetic-algorithm 2 openai-gym 2 python 2 quality-diversity 2 differential-evolution 2 world-models 2 vae-pytorch 1 reservoir-computing 1 rcrc 1 proximal-policy-optimization 1 layoutgan 1 puf 1 unclonable 1 ppo 1 physical-unclonable-functions 1 pretrained-models 1 mdnrnn 1 gym 1 car-racing 1 nlp-keywords-extraction 1 system-identification 1 lstm 1 gru 1 attack 1 xor 1 dynamic-modelling 1 aerodynamics 1 machine-learning-attack 1 matlab 1 xor-arbiter-pufs 1 majority-vote 1 cmaesoccs 1 r 1 scientific-computing 1 linear-algebra 1 evolution-of-evolution 1 estimation-of-distribution 1 cma 1 unibo 1 triangulation 1 pso 1 image 1 ga 1 delaunay 1 svm 1 rbfsampler 1 random-forest 1 pca 1 nearest-neighbor 1 logistic-regression 1 gradient-boosting-machine 1 blackbox 1 autoencoder 1 webots 1 robotics 1 novelty-search 1 neural-network 1 experimentation 1 evolutionary-robotics 1 deap-library 1 variational-autoencoder 1 latent-space 1 road-network 1 invasive-species 1 human-mediated-dispersal 1 human-activity 1 c-plus-plus 1 llm 1 nes 1 neat 1 stylegan2 1 nevergrad 1 inverting-images 1 gan 1 biggan 1 stochastic-optimization 1