Decision-theoretic planning with non-Markovian rewards

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dc.contributor.authorThiebaux, Sylvie M
dc.contributor.authorGretton, Charles
dc.contributor.authorSlaney, John K
dc.contributor.authorPrice, David
dc.contributor.authorKabanza, Froduald
dc.date.accessioned2009-04-16T01:59:23Zen_US
dc.date.accessioned2010-12-20T06:04:19Z
dc.date.available2009-04-16T01:59:23Zen_US
dc.date.available2010-12-20T06:04:19Z
dc.date.issued2006en_US
dc.date.updated2015-12-08T02:53:50Z
dc.description.abstractA decision process in which rewards depend on history rather than merely on the current state is called a decision process with non-Markovian rewards (NMRDP). In decision-theoretic planning, where many desirable behaviours are more naturally expressed as
dc.format58 pages
dc.identifier.citationJournal of Artificial Intelligence Research 25 (2006): 17-74
dc.identifier.issn1076-9757en_US
dc.identifier.urihttp://hdl.handle.net/10440/32en_US
dc.identifier.urihttp://digitalcollections.anu.edu.au/handle/10440/32
dc.publisherMorgan Kauffman Publishers
dc.sourceJournal of Artificial Intelligence Research
dc.source.urihttp://www.jair.org//papers/paper1676.htmlen_US
dc.subjectKeywords: Computer software; Decision theory; Dynamic programming; Formal logic; Functions; Heuristic methods; Planning; Hand-coded tracks; Markovian decision process (MDP) model; Non-Markovian rewards (NMRDP); Software platform; Artificial intelligence
dc.titleDecision-theoretic planning with non-Markovian rewards
dc.typeJournal article
local.bibliographicCitation.lastpage74
local.bibliographicCitation.startpage17
local.contributor.affiliationThiebaux, Sylvie M, National ICT Australia and ANUen_US
local.contributor.affiliationGretton, Charles, National ICT Australia and ANUen_US
local.contributor.affiliationSlaney, John K, National ICT Australia and ANUen_US
local.contributor.affiliationPrice, David, National ICT Australia and ANUen_US
local.contributor.affiliationKabanza, Froduald, University of Sherbrookeen_US
local.contributor.authoruidu4033066en_US
local.contributor.authoruidu3223587en_US
local.contributor.authoruidu8800435en_US
local.contributor.authoruidu4017176en_US
local.identifier.absfor080199en_US
local.identifier.ariespublicationu8803936xPUB7en_US
local.identifier.citationvolume25
local.identifier.scopusID2-s2.0-33744462367
local.type.statusPublished Versionen_US

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