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

Detalhes bibliográficos
Autor(a) principal: Loula, Angelo Conrado
Data de Publicação: 2010
Outros Autores: Gudwin, Ricardo, El-Hani, Charbel Niño, Queiroz, João
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFBA
Texto Completo: http://repositorio.ufba.br/ri/handle/ri/13745
Resumo: Texto completo: acesso restrito. p. 131-147
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spelling Loula, Angelo ConradoGudwin, RicardoEl-Hani, Charbel NiñoQueiroz, JoãoLoula, Angelo ConradoGudwin, RicardoEl-Hani, Charbel NiñoQueiroz, João2013-11-19T19:55:22Z20101389-0417http://repositorio.ufba.br/ri/handle/ri/13745v. 11, n. 2Texto completo: acesso restrito. p. 131-147In 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.Submitted by Suelen Reis (suziy.ellen@gmail.com) on 2013-08-28T11:50:49Z No. of bitstreams: 1 1-s2.0-S1389041708000703-main.pdf: 849193 bytes, checksum: 090d46062510c0ca3e2afc2bbadd59fb (MD5)Approved for entry into archive by Rodrigo Meirelles (rodrigomei@ufba.br) on 2013-11-19T19:55:21Z (GMT) No. of bitstreams: 1 1-s2.0-S1389041708000703-main.pdf: 849193 bytes, checksum: 090d46062510c0ca3e2afc2bbadd59fb (MD5)Made available in DSpace on 2013-11-19T19:55:22Z (GMT). No. of bitstreams: 1 1-s2.0-S1389041708000703-main.pdf: 849193 bytes, checksum: 090d46062510c0ca3e2afc2bbadd59fb (MD5) Previous issue date: 2010http://dx.doi.org/10.1016/j.cogsys.2008.10.002reponame:Repositório Institucional da UFBAinstname:Universidade Federal da Bahia (UFBA)instacron:UFBAEmergenceSymbolArtificial lifeSemioticsCommunicationSelf-organizationEmergence of self-organized symbol-based communication in artificial creaturesCognitive Systems Researchinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article10000-01-01info:eu-repo/semantics/openAccessengORIGINAL1-s2.0-S1389041708000703-main.pdf1-s2.0-S1389041708000703-main.pdfapplication/pdf849193https://repositorio.ufba.br/bitstream/ri/13745/1/1-s2.0-S1389041708000703-main.pdf090d46062510c0ca3e2afc2bbadd59fbMD51LICENSElicense.txtlicense.txttext/plain1762https://repositorio.ufba.br/bitstream/ri/13745/2/license.txt1b89a9a0548218172d7c829f87a0eab9MD52TEXT1-s2.0-S1389041708000703-main.pdf.txt1-s2.0-S1389041708000703-main.pdf.txtExtracted texttext/plain86549https://repositorio.ufba.br/bitstream/ri/13745/3/1-s2.0-S1389041708000703-main.pdf.txt6330454f3fef8a1e01c58b5b5e9cc978MD53ri/137452022-07-05 14:02:54.7oai:repositorio.ufba.br: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Repositório InstitucionalPUBhttp://192.188.11.11:8080/oai/requestopendoar:19322022-07-05T17:02:54Repositório Institucional da UFBA - Universidade Federal da Bahia (UFBA)false
dc.title.pt_BR.fl_str_mv Emergence of self-organized symbol-based communication in artificial creatures
dc.title.alternative.pt_BR.fl_str_mv Cognitive Systems Research
title Emergence of self-organized symbol-based communication in artificial creatures
spellingShingle Emergence of self-organized symbol-based communication in artificial creatures
Loula, Angelo Conrado
Emergence
Symbol
Artificial life
Semiotics
Communication
Self-organization
title_short Emergence of self-organized symbol-based communication in artificial creatures
title_full Emergence of self-organized symbol-based communication in artificial creatures
title_fullStr Emergence of self-organized symbol-based communication in artificial creatures
title_full_unstemmed Emergence of self-organized symbol-based communication in artificial creatures
title_sort Emergence of self-organized symbol-based communication in artificial creatures
author Loula, Angelo Conrado
author_facet Loula, Angelo Conrado
Gudwin, Ricardo
El-Hani, Charbel Niño
Queiroz, João
author_role author
author2 Gudwin, Ricardo
El-Hani, Charbel Niño
Queiroz, João
author2_role author
author
author
dc.contributor.author.fl_str_mv Loula, Angelo Conrado
Gudwin, Ricardo
El-Hani, Charbel Niño
Queiroz, João
Loula, Angelo Conrado
Gudwin, Ricardo
El-Hani, Charbel Niño
Queiroz, João
dc.subject.por.fl_str_mv Emergence
Symbol
Artificial life
Semiotics
Communication
Self-organization
topic Emergence
Symbol
Artificial life
Semiotics
Communication
Self-organization
description Texto completo: acesso restrito. p. 131-147
publishDate 2010
dc.date.issued.fl_str_mv 2010
dc.date.accessioned.fl_str_mv 2013-11-19T19:55:22Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://repositorio.ufba.br/ri/handle/ri/13745
dc.identifier.issn.none.fl_str_mv 1389-0417
dc.identifier.number.pt_BR.fl_str_mv v. 11, n. 2
identifier_str_mv 1389-0417
v. 11, n. 2
url http://repositorio.ufba.br/ri/handle/ri/13745
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.pt_BR.fl_str_mv http://dx.doi.org/10.1016/j.cogsys.2008.10.002
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFBA
instname:Universidade Federal da Bahia (UFBA)
instacron:UFBA
instname_str Universidade Federal da Bahia (UFBA)
instacron_str UFBA
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reponame_str Repositório Institucional da UFBA
collection Repositório Institucional da UFBA
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