Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

Python library for CMA Evolution Strategy.

A fast Evolution Strategy implementation in Python

Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)

[JMLR-2024] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (-> evolutionary algorithms/swarm-based optimizers/pattern search/...).

Flappy Bird AI using Evolution Strategies

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

A tool for developing reinforcement learning algorithms focused in stock prediction

Evolution Strategies in PyTorch (Tic-tac-toe)

Evolutionary algorithms, alternative to Reinforcement Learning

Policy-based optimization : single-step policy gradient seen as an evolution strategy

Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies

Evolution Strategy Library

Distributed surrogate-assisted evolutionary methods for multi-objective optimization of high-dimensional dynamical systems

Minimal PyTorch Library for Natural Evolution Strategies

A simple black-box optimization framework to train your pytorch models for optimizing non-differentiable objectives

Implementation of Augmented-Random-Search for OpenAI Gym environments

A mini library for Policy Gradients with Parameter-based Exploration, with reference implementation of the ClipUp optimizer (https://arxiv.org/abs/2008.02387) from NNAISENSE.

Evolution strategies in Python.