My actions
What's your PUBLISHER policy?
Check with SHERPA/ROMEO whether your PUBLISHER allows you to put your own papers online.
Access
Contact
Format
Export
I want to...

Search


   
Close
Limit to these document types:
Publications
 Journal Articles
 Reviews
 Conference Papers
Monographs
 Books
 Thesis
 Book chapters
 Conference Proceedings
Reports
 Technical Reports
 Working papers
Presentations & Talks
 Posters
 Presentations & Talks
Standards & Patents
 Standards
 Patents
Lectures & Teaching Material
 Teaching documents
 Student projects
Filter by publication status Filter by origin Fulltext availability
 Peer-reviewed publications
 Published  Accepted  Submitted
 Work produced at EPFL
 Publicly available  Restricted access
JOURNAL ARTICLE

The Evolution of Information Suppression in Communicating Robots with Conflicting Interests

Mitri, Sara ; Floreano, Dario ; Keller, Laurent

In: PNAS, vol. 106, num. 37, 2009, p. 15786-15790

Date: 2009

Reliable information is a crucial factor influencing decision-making, and thus fitness in all animals. A common source of information comes from inadvertent cues produced by the behavior of conspecifics. Here we use a system of experimental evolution with robots foraging in an arena containing a food source to study how communication strategies can evolve to regulate information provided by such cues. Robots could produce information by emitting blue light, which other robots could perceive with their cameras. Over the first few generations, robots quickly evolved to successfully locate the food, while emitting light randomly. This resulted in a high intensity of light near food, which provided social information allowing other robots to more rapidly find the food. Because robots were competing for food, they were quickly selected to conceal this information. However, they never completely ceased to produce information. Detailed analyses revealed that this somewhat surprising result was due to the strength of selection in suppressing information declining concomitantly with the reduction in information content. Accordingly, a stable equilibrium with low information and considerable variation in communicative behaviors was attained by mutation-selection. Because a similar co-evolutionary process should be common in natural systems, this may explain why communicative strategies are so variable in many animal species.

Keyword(s): Cues, Signals, Evolution, Robots, Variation

Reference: LIS-ARTICLE-2009-003

URL: http://www.pnas.org/[...]

Record created on 2009-07-09, modified on 2009-09-19