Artificial evolution of autonomous robots and virtual creatures

Abstract

Loosely inspired by natural evolution, evolutionary robotics combines evolutionary computation and agent-based modelling to provide a set of tools for the automated design of robots. Evolutionary robotics have been used to address various challenging engineering problems in robotics, such as co-evolving robot morphology and control architecture, or learning coordinated behaviours for swarm of robots in open environments.