Evolution Strategies in PyTorch (Tic-tac-toe)

Python implementation of CMA-ES

Simple Reinforcement Learning Framework

Implementations of Gradient Free Optimization techniques (ES, GA) on RL problems

evolution strategies for classification

🦾Distributed Natural Evolution Strategies Build with PyTorch and Ray

Evolution strategies in Python.

Tiny Genetic Algorithm (GA) and Tiny Genetic Programming (GP)

Evolutionary Strategies made simple!

ReinforcementLearning

Who needs RL anyway? ES to the rescue! 😱

A Snake Environment to Train AI Algorithms

Implementation of Augmented-Random-Search for OpenAI Gym environments

Python Implementation of Parameter-exploring Policy Gradients Evolution Strategy

A fast Evolution Strategy implementation in Python

Evolution Strategy Library

JADE - Adaptive Differential Evolution

The scope of this project is to implement and test three different evolutionary strategies (Cross-Entropy Method (CEM), Natural Evolution Strategy (NES), Covariance Matrix Adaptation Evolution Strategy (CMA-ES)) on two different convex functions (a sphere function and a 2-dimensional Rastrigin function) to further explore their capabilities.

Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)