title: Arms races and car races
creator: Togelius, Julian
creator: Lucas, Simon M.
subject: Machine Learning
subject: Neural Nets
subject: Artificial Intelligence
description: Evolutionary car racing (ECR) is extended to the case of two cars racing on the same track. A sensor representation is devised, and various methods of evolving car controllers for competitive racing are explored. ECR can be combined with co-evolution in a wide variety of ways, and one aspect which is explored here is the relative-absolute fitness continuum. Systematical behavioural differences are found along this continuum; further, a tendency to specialization and the reactive nature of the controller architecture are found to limit evolutionary progress.
publisher: Springer
date: 2006
type: Conference Paper
type: PeerReviewed
format: application/pdf
identifier: http://cogprints.org/5220/1/Togelius2006Arms.pdf
identifier:   Togelius, Julian and Lucas, Simon M.  (2006) Arms races and car races.  [Conference Paper]     
relation: http://cogprints.org/5220/