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Reasoning About Action and Change

dc.contributor.authorDupin De Saint-Cyr, Florence
dc.contributor.authorHerzig, Andreas
hal.structure.identifierLaboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
dc.contributor.authorLang, Jérôme
dc.contributor.authorMarquis, Pierre
dc.date.accessioned2021-10-22T14:12:22Z
dc.date.available2021-10-22T14:12:22Z
dc.date.issued2020
dc.identifier.urihttps://basepub.dauphine.psl.eu/handle/123456789/22094
dc.language.isoenen
dc.subjectComputational Intelligenceen
dc.subjectArtificial Intelligenceen
dc.subject.ddc006.3en
dc.titleReasoning About Action and Changeen
dc.typeChapitre d'ouvrage
dc.description.abstractenThis chapter presents the state of research concerning the formalisation of an agent reasoning about a dynamic system which can be partially observed and acted upon. We first define the basic concepts of the area: system states, ontic and epistemic actions, observations; then the basic reasoning processes: prediction, progression, regression, postdiction, filtering, abduction, and extrapolation. We then recall the classical action representation problems and show how these problems are solved in some standard frameworks. For space reasons, we focus on these major settings: the situation calculus, STRIPS and some propositional action languages, dynamic logic, and dynamic Bayesian networks. We finally address a special case of progression, namely belief update.en
dc.identifier.citationpages487-518en
dc.relation.ispartoftitleA Guided Tour of Artificial Intelligence Research Volume I: Knowledge Representation, Reasoning and Learningen
dc.relation.ispartofeditorMarquis, Pierre
dc.relation.ispartofeditorPapini, Odile
dc.relation.ispartofeditorPrade, Henri
dc.relation.ispartofpublnameSpringeren
dc.relation.ispartofdate2020
dc.relation.ispartofpages803en
dc.relation.ispartofurl10.1007/978-3-030-06164-7en
dc.subject.ddclabelIntelligence artificielleen
dc.relation.ispartofisbn978-3-030-06163-0en
dc.relation.forthcomingnonen
dc.identifier.doi10.1007/978-3-030-06164-7_15en
dc.description.ssrncandidatenon
dc.description.halcandidatenonen
dc.description.readershiprechercheen
dc.description.audienceInternationalen
dc.date.updated2021-10-22T14:07:32Z
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