Challenges in evolving controllers for physical robots

Abstract

This paper discusses the feasibility of applying evolutionary methods to automatically generating controllers for physical mobile robots. We overview the state-of-the-art in the field, describe some of the main approaches, discuss the key challenges, unanswered problems, and some promising directions.