1. Ktisis Cyprus University of Technology
  2. Cyprus University of Technology (Research Output)
  3. Δημοσιεύσεις σε συνέδρια /Conference papers or poster or presentation
Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.14279/8206
DC FieldValueLanguage
dc.contributor.authorChatzis, Sotirios P.-
dc.contributor.authorKosmopoulos, Dimitrios I.-
dc.date.accessioned2016-01-18T12:20:47Z-
dc.date.available2016-01-18T12:20:47Z-
dc.date.issued2014-
dc.identifier.citation10th International Conference on Artificial Intelligence Applications and Innovations, 2014, Rhodes, Greece, 19-21 September, pp. 111-120en_US
dc.identifier.isbn978-3-662-44654-6 (online)-
dc.identifier.isbn978-3-662-44653-9 (print)-
dc.identifier.urihttps://hdl.handle.net/20.500.14279/8206-
dc.descriptionPart of the IFIP Advances in Information and Communication Technology book series (IFIPAICT, vol. 436).en_US
dc.description.abstractThis paper offers a solution to the non-stationary POMDP problem, by making use of methods and concepts from the field of Bayesian non-parametrics, specifically dynamic hierarchical Dirichlet process priors. We combine block Gibbs sampling and importance sampling to perform inference. We evaluate the method in several benchmark policy learning tasksen_US
dc.formatpdfen_US
dc.language.isoenen_US
dc.subjectPOMDP problemen_US
dc.subjectBayesian non-parametricsen_US
dc.subjectDirichlet processen_US
dc.titleA partially-observable markov decision process for dealing with dynamically changing environmentsen_US
dc.typeConference Papersen_US
dc.collaborationCyprus University of Technologyen_US
dc.collaborationHellenic Mediterranean Universityen_US
dc.subject.categoryComputer and Information Sciencesen_US
dc.reviewPeer Revieweden
dc.countryCyprusen_US
dc.countryGreeceen_US
dc.subject.fieldEngineering and Technologyen_US
dc.relation.conferenceIFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovationsen_US
dc.identifier.doi10.1007/978-3-662-44654-6_11en_US
dc.dept.handle123456789/134en
cut.common.academicyear2019-2020en_US
item.grantfulltextnone-
item.languageiso639-1en-
item.cerifentitytypePublications-
item.openairecristypehttp://purl.org/coar/resource_type/c_c94f-
item.openairetypeconferenceObject-
item.fulltextNo Fulltext-
crisitem.author.deptDepartment of Electrical Engineering, Computer Engineering and Informatics-
crisitem.author.facultyFaculty of Engineering and Technology-
crisitem.author.orcid0000-0002-4956-4013-
crisitem.author.parentorgFaculty of Engineering and Technology-
Appears in Collections:Δημοσιεύσεις σε συνέδρια /Conference papers or poster or presentation
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