Popular GitHub Repositories for Evolution Strategies

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

Flappy Bird AI using Evolution Strategies

Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!

An AI agent Learning to play Flappy Bird using Evolution Strategies and deep learning models.

Evolve Flux networks from scratch!

Simple Reinforcement Learning Framework

Papers, codes, datasets, applications, tutorials.

Gradient-based Covariance Matrix Adaptation Evolutionary Strategy for Real Blackbox Optimization

Fixed topology neural network evolution using evolutionary strategy + genetic algorithm

Framework for benchmarking black-box adversarial attacks, modeled with ES.

Adapting to unseen partners in multi-agent Reinforcement Learning (MARL) using Evolutionary Strategies (ES).