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dc.contributor.authorBourgne, Gauvain
dc.contributor.authorInoue, Katsumi
dc.contributor.authorMaudet, Nicolas
dc.date.accessioned2014-02-11T14:26:34Z
dc.date.available2014-02-11T14:26:34Z
dc.date.issued2010
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/12618
dc.language.isoenen
dc.subjectIntelligence artificielleen
dc.subjectcommunicationen
dc.subject.ddc006.3en
dc.titleAbduction of distributed theories through local interactionsen
dc.typeCommunication / Conférence
dc.description.abstractenWhat happens when distributed sources of information (agents) hold and acquire information locally, and have to communicate with neighbouring agents in order to refine their hypothesis regarding the actual global state of this environment? This question occurs when it is not be possible (e. g. for practical or privacy concerns) to collect observations and knowledge, and centrally compute the resulting theory. In this paper, we assume that agents are equipped with full clausal theories and individually face abductive tasks, in a globally consistent environment. We adopt a learner/critic approach. Previous work in this line mostly relied on some assumptions of compositionality (which allow to treat each piece of exchanged information separately). Because no shared background knowledge is assumed to start with, this does not hold here. We design a protocol guaranteeing convergence to a situation “sufficiently” satisfying as far as consistency of the system is concerned, and discuss its other properties.en
dc.identifier.citationpages901-906en
dc.relation.ispartofseriestitleFrontiers in Artificial Intelligence and Applicationsen
dc.relation.ispartofseriesnumber215en
dc.relation.ispartoftitleECAI 2010 19th European Conference on Artificial Intelligence 16–20 August 2010, Lisbon, Portugal - proceedingsen
dc.relation.ispartofeditorCoelho, Helder
dc.relation.ispartofeditorStuder, Rudi
dc.relation.ispartofeditorWooldridge, Michael
dc.relation.ispartofpublnameIOS Pressen
dc.relation.ispartofdate2010
dc.identifier.urlsitehttp://dx.doi.org/10.3233/978-1-60750-606-5-901en
dc.subject.ddclabelIntelligence artificielleen
dc.relation.ispartofisbn978-1-60750-605-8en
dc.relation.conftitleECAI 2010 19th European Conference on Artificial Intelligence 16–20 August 2010, Lisbon, Portugalen
dc.relation.confdate2010-08
dc.relation.confcityLisbonneen
dc.relation.confcountryPortugalen
dc.relation.forthcomingnonen
dc.identifier.doihttp://dx.doi.org/10.3233/978-1-60750-606-5-901en


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