Emergence of self-organized symbol-based communication in artificial creatures

dc.creatorLoula, A
dc.creatorGudwin, R
dc.creatorEl-Hani, CN
dc.creatorQueiroz, J
dc.date2010
dc.dateJUN
dc.date2014-11-17T05:27:47Z
dc.date2015-11-26T16:52:34Z
dc.date2014-11-17T05:27:47Z
dc.date2015-11-26T16:52:34Z
dc.date.accessioned2018-03-28T23:39:31Z
dc.date.available2018-03-28T23:39:31Z
dc.identifierCognitive Systems Research. Elsevier Science Bv, v. 11, n. 2, n. 131, n. 147, 2010.
dc.identifier1389-0417
dc.identifierWOS:000273954600001
dc.identifier10.1016/j.cogsys.2008.10.002
dc.identifierhttp://www.repositorio.unicamp.br/jspui/handle/REPOSIP/64682
dc.identifierhttp://www.repositorio.unicamp.br/handle/REPOSIP/64682
dc.identifierhttp://repositorio.unicamp.br/jspui/handle/REPOSIP/64682
dc.identifier.urihttp://repositorioslatinoamericanos.uchile.cl/handle/2250/1276318
dc.descriptionConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.descriptionCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
dc.descriptionIn this paper, we describe a digital scenario where we simulated the emergence of self-organized symbol-based communication among artificial creatures inhabiting a virtual world of unpredictable predatory events. In our experiment, creatures are autonomous agents that learn symbolic relations in an unsupervised manner, with no explicit feedback, and are able to engage in dynamical and autonomous communicative interactions with other creatures, even simultaneously. In order to synthesize a behavioral ecology and infer the minimum organizational constraints for the design of our creatures, we examined the well-studied case of communication in vervet monkeys. Our results show that the creatures, assuming the role of sign users and learners, behave collectively as a complex adaptive system, where self-organized communicative interactions play a major role in the emergence of symbol-based communication. We also strive in this paper for a careful use of the theoretical concepts involved, including the concepts of symbol and emergence, and we make use of a multi-level model for explaining the emergence of symbols in semiotic systems as a basis for the interpretation of inter-level relationships in the semiotic processes we are studying. (C) 2008 Elsevier B.V. All rights reserved.
dc.description11
dc.description2
dc.description131
dc.description147
dc.descriptionConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.descriptionCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
dc.descriptionFAPESB
dc.descriptionConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.descriptionCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
dc.languageen
dc.publisherElsevier Science Bv
dc.publisherAmsterdam
dc.publisherHolanda
dc.relationCognitive Systems Research
dc.relationCogn. Syst. Res.
dc.rightsfechado
dc.rightshttp://www.elsevier.com/about/open-access/open-access-policies/article-posting-policy
dc.sourceWeb of Science
dc.subjectEmergence
dc.subjectSymbol
dc.subjectArtificial life
dc.subjectSemiotics
dc.subjectCommunication
dc.subjectSelf-organization
dc.subjectAutonomous Agents
dc.subjectAlarm Calls
dc.subjectLanguage
dc.subjectPerception
dc.subjectEvolution
dc.subjectBehavior
dc.subjectSystems
dc.subjectSignals
dc.subjectRobots
dc.subjectWords
dc.titleEmergence of self-organized symbol-based communication in artificial creatures
dc.typeArtículos de revistas


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