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Learning Agents for Iterative Voting

hal.structure.identifierLaboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
dc.contributor.authorAiriau, Stéphane
HAL ID: 742766
ORCID: 0000-0003-4669-7619
hal.structure.identifier
dc.contributor.authorGrandi, Umberto
HAL ID: 735707
ORCID: 0000-0002-1908-5142
hal.structure.identifier
dc.contributor.authorStudzinski Perotto, Filipo
HAL ID: 18738
ORCID: 0000-0003-2283-4703
dc.date.accessioned2019-04-01T12:49:51Z
dc.date.available2019-04-01T12:49:51Z
dc.date.issued2017
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/18587
dc.descriptionLecture Notes in Computer Science book series (LNCS, volume 10576)en
dc.language.isoenen
dc.subjectComputational social choiceen
dc.subjectIterative votingen
dc.subjectBandit algorithmsen
dc.subject.ddc003en
dc.titleLearning Agents for Iterative Votingen
dc.typeCommunication / Conférence
dc.description.abstractenThis paper assesses the learning capabilities of agents in a situation of collective choice. Each agent is endowed with a private preference concerning a number of alternative candidates, and participates in an iterated plurality election. Agents get rewards depending on the winner of each election, and adjust their voting strategy using reinforcement learning. By conducting extensive simulations, we show that our agents are capable of learning how to take decisions at the level of well-known voting procedures, and that these decisions maintain good choice-theoretic properties when increasing the number of agents or candidates.en
dc.identifier.citationpages139-152en
dc.relation.ispartoftitleAlgorithmic Decision Theory - 5th International Conference (ADT 2017)en
dc.relation.ispartofeditorRothe, Jörg
dc.relation.ispartofpublnameSpringer International Publishingen
dc.relation.ispartofpublcityBerlin Heidelbergen
dc.relation.ispartofdate2017-09
dc.relation.ispartofpages390en
dc.relation.ispartofurl10.1007/978-3-319-67504-6en
dc.contributor.countryeditoruniversityotherFRANCE
dc.subject.ddclabelRecherche opérationnelleen
dc.relation.ispartofisbn978-3-319-67503-9en
dc.relation.conftitle5th International Conference (ADT 2017)en
dc.relation.confdate2017-10
dc.relation.confcityLuxembourgen
dc.relation.confcountryLuxembourgen
dc.relation.forthcomingnonen
dc.identifier.doi10.1007/978-3-319-67504-6_10en
dc.description.ssrncandidatenonen
dc.description.halcandidateouien
dc.description.readershiprechercheen
dc.description.audienceInternationalen
dc.relation.Isversionofjnlpeerreviewednonen
dc.relation.Isversionofjnlpeerreviewednonen
dc.date.updated2019-04-01T12:30:53Z
hal.faultCode{"duplicate-entry":{"hal-01762249":{"doi":"1.0"}}}
hal.author.functionaut
hal.author.functionaut
hal.author.functionaut


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