Python library for CMA Evolution Strategy.

A bare-bones Python library for quality diversity optimization.

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

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

Distributed implementation of popular evolutionary methods

Yarpiz Evolutionary Algorithms Toolbox for MATLAB

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

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

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

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

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

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

CMA-ES in MATLAB

Deep learning and evolutionary algorithms for identification of aerodynamic parameters

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).

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

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

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

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

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