Applying Reinforcement Learning to Take Pedagogical Decisions in Intelligent Tutoring Systems

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dc.contributor.author Iglesias, Ana
dc.contributor.author Martínez, Paloma
dc.contributor.author Fernández, Fernando
dc.date.accessioned 2013-09-10T11:51:13Z
dc.date.available 2013-09-10T11:51:13Z
dc.date.issued 2002-05-08
dc.identifier.bibliographicCitation Flückiger, Federico, et al. 4th International Conference on New Educational Environments, Lugano (Switzerland), May 8-1, 2002. Berne (Switzerland): Net4net, 2002, pp. 11-14
dc.identifier.isbn 3-0345-0031-9
dc.identifier.uri http://hdl.handle.net/10016/17515
dc.description [Proceedings of] 4th International Conference on New Educational Environments, Lugano, Switzerland, May 8-1, 2002
dc.description.abstract In this paper we propose the use of a Reinforcement Learning model that avoids the problems derived from construction of different pedagogic strategies for each student in intlligent tutoring systems. This model consists on defining the pedagogical module of any ITS (domain independent) as an action policy learned by trial and error (as human tutors do). This paper exposes the foundation of a theoretical model, proposing a representation of the domain module in intelligent tutoring systems. Currently, it is being implemented in a specific domain application, the database design learning.
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher Net4net
dc.rights © by net4net, Berne
dc.subject.other Intelligent tutoring system
dc.subject.other Reinforcement learning
dc.subject.other Coaching and tutoring
dc.subject.other Learning pedagogical strategies
dc.subject.other Pedagogical strategies
dc.title Applying Reinforcement Learning to Take Pedagogical Decisions in Intelligent Tutoring Systems
dc.type conferenceObject
dc.description.status Publicado
dc.subject.eciencia Informática
dc.rights.accessRights openAccess
dc.type.version acceptedVersion
dc.relation.eventdate May 8-1, 2002
dc.relation.eventnumber 4
dc.relation.eventplace Lugano (Switzerland)
dc.relation.eventtitle International Conference on New Educational Environments
dc.relation.eventtype proceeding
dc.identifier.publicationfirstpage 11
dc.identifier.publicationlastpage 14
dc.identifier.publicationtitle 4th International Conference on New Educational Environments
dc.identifier.uxxi CC/0000019827
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