A new artificial life formalization model: a worm with a Bayesian brain

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Campo DCValorIdioma
dc.contributorInformática Industrial e Inteligencia Artificialen
dc.contributor.authorAznar Gregori, Fidel-
dc.contributor.authorPujol, Mar-
dc.contributor.authorRizo, Ramón-
dc.contributor.authorSuau Pérez, Pablo-
dc.contributor.otherUniversidad de Alicante. Departamento de Ciencia de la Computación e Inteligencia Artificialen
dc.date.accessioned2007-05-10T14:26:10Z-
dc.date.available2007-05-10T14:26:10Z-
dc.date.issued2004-
dc.identifier.citationAZNAR GREGORI, Fidel, et al. “A new artificial life formalization model: a worm with a Bayesian brain”. Lecture notes in computer science. 2004, vol. 3303/2004. ISSN 0302-9743, pp. 124-138en
dc.identifier.issn0302-9743-
dc.identifier.urihttp://hdl.handle.net/10045/661-
dc.description.abstractThis paper shows an application of Bayesian Programming to model a simple artificial life problem: that of a worm trying to live in a world full of poison. Any model of a real phenomenon is incomplete because there will always exist unknown, hidden variables that influence the phenomenon. To solve this problem we apply a new formalism, Bayesian programming, which has previously been used in autonomous robot programming. The proposed worm model has been used to train a population of worms using genetic algorithms. We will see the advantages of our method compared with a classical approach. Finally, we discuss the emergent behaviour patterns we observed in some of the worms and conclude by explaining the advantages of the applied method.en
dc.description.sponsorshipThis work has been financed by Spanish Comisión Interministerial de Ciencia y Tecnología (CICYT) project number TIC2001-0245-C02-02 and by the Generalitat Valenciana project GV04B685en
dc.languageengen
dc.publisherSpringeren
dc.rightsThe original publication is available at www.springerlink.comen
dc.subjectBayesian programmingen
dc.subjectArtificial lifeen
dc.subjectLife formalization modelen
dc.subject.otherCiencia de la Computación e Inteligencia Artificialen
dc.titleA new artificial life formalization model: a worm with a Bayesian brainen
dc.typeinfo:eu-repo/semantics/articleen
dc.peerreviewedsien
dc.identifier.doi10.1007/b103729-
dc.relation.publisherversionhttp://dx.doi.org/10.1007/b103729-
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess-
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