This ist the repo for my master's thesis

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

Distributed implementation of popular evolutionary methods

A Java package for scientific computing

Master project

A pure-MATLAB library of EVolutionary (population-based) OPTimization for Large-Scale black-box continuous Optimization (evopt-lso).

Covariance Matrix Adaptation Evolutionary Strategy algorithm Matlab implementation(Simplified)

Fifth assignment for Machine Learning course @USI19/20.

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

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

CMA-ES in MATLAB

Yarpiz Evolutionary Algorithms Toolbox for MATLAB

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).

Deep learning and evolutionary algorithms for identification of aerodynamic parameters

Convert images into low poly, using an optimizer

Blackbox feasibility prediction with machine learning to optimize a CMA-ES algorithm

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

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

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