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dc.contributor.authorAmir, Ofra
dc.contributor.authorGrosz, Barbara J.
dc.contributor.authorStern, Roni
dc.date.accessioned2015-03-13T18:40:31Z
dc.date.issued2014
dc.identifierQuick submit: 2014-10-08T17:50:18-04:00
dc.identifier.citationAmir, Ofra, Barbara Grosz, and Roni Stern. "To Share or not to Share? The Single Agent in a Team Decision Problem." Presented at the 28th AAAI Conference on Artificial Intelligence, Québec City, Québec, Canada, July 27-31, 2014.en_US
dc.identifier.issn2159-5399en_US
dc.identifier.urihttp://nrs.harvard.edu/urn-3:HUL.InstRepos:14169434
dc.description.abstractThis paper defines the "Single Agent in a Team Decision" (SATD) problem. SATD differs from prior multi-agent communication problems in the assumptions it makes about teammates' knowledge of each other's plans and possible observations. The paper proposes a novel integrated logical-decision-theoretic approach to solving SATD problems, called MDP-PRT. Evaluation of MDP-PRT shows that it outperforms a previously proposed communication mechanism that did not consider the timing of communication and compares favorably with a coordinated Dec-POMDP solution that uses knowledge about all possible observations.en_US
dc.description.sponsorshipEngineering and Applied Sciencesen_US
dc.language.isoen_USen_US
dc.publisherAAAI Pressen_US
dc.relation.isversionofhttp://www.aaai.org/ocs/index.php/AAAI/AAAI14/paper/viewFile/8433/8760en_US
dc.relation.hasversionhttps://www.dropbox.com/s/4s7biv9dv54mq67/aaaiStudentPosters.pdf?dl=0en_US
dash.licenseOAP
dc.titleTo Share or not to Share? The Single Agent in a Team Decision Problemen_US
dc.typeConference Paperen_US
dc.date.updated2014-10-08T21:50:19Z
dc.description.versionAccepted Manuscripten_US
dc.rights.holderOfra Amir, Barbara Grosz, Roni Stern
dash.depositing.authorGrosz, Barbara J.
dc.date.available2015-03-13T18:40:31Z
dash.contributor.affiliatedAmir, Ofra
dash.contributor.affiliatedGrosz, Barbara


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