Cooperative Learning on Autonomous Agents Acquiring Common Language for Action and Perception

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XX International Conference of the Chilean Computer Science Society (SCCC'00)

Santiago, Chile

November 16-November 18

ISBN: 0-7695-0810-3

	ASCII Text	x
	J. Atkinson-Abutridy, A. Ferreira-Cabrera, V. Riquelme, "Cooperative Learning on Autonomous Agents Acquiring Common Language for Action and Perception," Chilean Computer Science Society, International Conference of the, pp. 83, XX International Conference of the Chilean Computer Science Society (SCCC'00), 2000.

	BibTex	x
	@article{ 10.1109/SCCC.2000.890395, author = {J. Atkinson-Abutridy and A. Ferreira-Cabrera and V. Riquelme}, title = {Cooperative Learning on Autonomous Agents Acquiring Common Language for Action and Perception}, journal ={Chilean Computer Science Society, International Conference of the}, volume = {0}, year = {2000}, issn = {1522-4902}, pages = {83}, doi = {http://doi.ieeecomputersociety.org/10.1109/SCCC.2000.890395}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Chilean Computer Science Society, International Conference of the TI - Cooperative Learning on Autonomous Agents Acquiring Common Language for Action and Perception SN - 1522-4902 SP EP A1 - J. Atkinson-Abutridy, A1 - A. Ferreira-Cabrera, A1 - V. Riquelme, PY - 2000 KW - multi-agent systems; computational linguistics; learning (artificial intelligence); cooperative learning; autonomous agents; common language; action; perception; shared tasks; multi-agent system; autonomous components; language acquisition; lexical acquisition; artificial society VL - 0 JA - Chilean Computer Science Society, International Conference of the ER -

J. Atkinson-Abutridy, Dept. de Ingenieria Inf., Univ. de Concepcion, Chile

A. Ferreira-Cabrera, Dept. de Ingenieria Inf., Univ. de Concepcion, Chile

V. Riquelme, Dept. de Ingenieria Inf., Univ. de Concepcion, Chile

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/SCCC.2000.890395

In order to perform shared tasks, all the participants in a multi-agent system (MAS) must agree common meanings for their perceptions and actions. Therefore, the basic communication and cooperation must be handled in a different way, mainly because the agents are autonomous components who sometimes make their own decisions. Keeping this in mind, a model for language acquisition and learning based on an underlying MAS is proposed. It takes into account issues concerned lexical acquisition and emergence capabilities as products of agents interacting in an artificial society. As a result, some simulations in which these agents are involved in a "talk" with others to agree common meanings are discussed.

Index Terms:

multi-agent systems; computational linguistics; learning (artificial intelligence); cooperative learning; autonomous agents; common language; action; perception; shared tasks; multi-agent system; autonomous components; language acquisition; lexical acquisition; artificial society

Citation:

J. Atkinson-Abutridy, A. Ferreira-Cabrera, V. Riquelme, "Cooperative Learning on Autonomous Agents Acquiring Common Language for Action and Perception," sccc, pp.83, XX International Conference of the Chilean Computer Science Society (SCCC'00), 2000

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