Implementation of the "Evolutionary Strategy" algorithm in Java. It can be used to optimize parameters using evolutionary computation.

Generic implementation of genetic algorithm in Java.

Solutions to OpenAI-Gym environments.

Python implementation of evolution strategy based on Information Geometry. This library includes CMA-ES, NES, CompactGA and PBIL.

Evolution Strategy (ES) in MATLAB according to the generational ES algorithm that search for a real-valued vector of length 30, which represents the thickness of each layer in a 30-layered optical system.

Projekt na przedmiot Algorytmy Genetyczne

Genetic algorithm final project

Using Cartesian Genetic Programming to find an efficient Convolutional Neural Network architecture

Small experiments on MNIST to evaluate ES and GA against SGD

Atari AI Agents powered by Natural Evolution Strategies

Multi Objective Evolutionary Algorithm for Soft Computing Applications

Нейронная сеть оптимизируемая с помощью генетического алгоритма. Задача агента контролируемого при помощи нейронной сети состоит в том, чтобы избегать контакта с противниками, как можно более длительное время.

Two simulations that may explain the origin of morality within the framework of evolutionary game theory.

ES using GP as objective function approximation

A predator-prey model demonstrating an evolutionary arms race with respect to flocking behavior.

A multi agent re-enforcement learning environment for many on many bot fights between space ships

Evolutionary computing and variational optimization for training neural networks

Code for the paper "Evolved Policy Gradients"

Experiments with Guided Evolutionary Strategies for Behavioral Robotics course project at Innopolis Univeristy

[WIP] Python implementation of evolution strategy based on Information Geometry. This library includes CMA-ES, NES, CompactGA and PBIL.