Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.

An algorithm for creating a good timetable for the Faculty of Computing. The algorithm is based on evolutionary strategies, more precisely on the 1+1 evolutionary strategy and Shotgun hill climbing.

Demo of Covariance Matrix Adaptation, Evolutionary Strategy

Train agents to balance an inverting pendulum

Recurrent Control Nets as Central Pattern Generators

Framework for generating Adversarial Attacks on Deep Neural Networks using Evolutionary Strategies (ES).

Framework for generating Adversarial Attacks on Deep Neural Networks using Evolutionary Strategies (ES).

This module discusses the motivation for evolutionary strategies, and breaks down the components of genetic algorithms and how they can be tailored for reinforcement learning.

Thread-safe blackbox optimsers for Go

Framework for creating Adversarial Attacks on Deep Neural Networks with Evolutionary Strategies (ES).