Emergence of communication in embodied agents evolved for the ability to solve a collective navigation problem
Authors:
D. Marocco a;
S. Nolfi a
| Affiliation: | a Institute of Cognitive Science and Technologies, Rome, Italy |
DOI:
10.1080/09540090601015067
Publication Frequency:
4 issues per year
Subjects:
Cognitive Artificial Intelligence.;
Cognitive Psychology;
Cognitive Science;
Computational Linguistic & Language Recognition;
Connectionism/Neural Nets;
Cybernetics;
Formats available:
HTML
(English)
:
PDF
(English)
View Article:
View Article (PDF)
View Article (HTML)
Abstract
In this paper, we present the results of an experiment in which a collection of simulated robots that have been evolved for the ability to solve a collective navigation problem develop a communication system that allows them to co-operate better. The analysis of the results obtained indicates how evolving robots develop a non-trivial communication system and exploit different communication modalities. The results also indicate how the possibility of co-adapting the robots' individual and social/communicative behaviour plays a key role in the development of progressively more complex and effective individuals.
|
| Keywords: Evolutionary robotics; Emergence of communication; Collective robotics; Symbol grounding |
| view references (18) : view citations |

Download Citation

CiteULike
Del.icio.us
BibSonomy
Connotea