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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
Published in: journal Connection Science, Volume 19, Issue 1 March 2007 , pages 53 - 74
Formats available: HTML (English) : PDF (English)
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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
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