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dc.contributor.authorLevine, Johnen_US
dc.contributor.authorNewton, MAHakimen_US
dc.contributor.editorHelder Coelho, Rudi Studer, Michael Wooldridgeen_US
dc.date.accessioned2017-05-03T15:43:47Z
dc.date.available2017-05-03T15:43:47Z
dc.date.issued2010en_US
dc.date.modified2013-05-30T01:19:36Z
dc.identifier.refurihttp://www.cubs.buffalo.edu/DAS2010/en_US
dc.identifier.doi10.3233/978-1-60750-606-5-323en_US
dc.identifier.urihttp://hdl.handle.net/10072/45371
dc.description.abstractWe build a comprehensive macro-learning system and contribute in three different dimensions that have previously not been addressed adequately. Firstly, we learn macro-sets considering implicitly the interactions between constituent macros. Secondly, we effectively learn macros that are not found in given example plans. Lastly, we improve or reduce degradation of plan-length when macros are used; note, our main objective is to achieve fast planning. Our macro-learning system significantly outperforms a very recent macro-learning method both in solution speed and plan length.en_US
dc.description.peerreviewedYesen_US
dc.description.publicationstatusYesen_US
dc.format.extent308542 bytes
dc.format.mimetypeapplication/pdf
dc.languageEnglishen_US
dc.language.isoen_US
dc.publisherIOS Pressen_US
dc.publisher.placeAmsterdamen_US
dc.publisher.urihttp://ecai2010.appia.pt/en_US
dc.relation.ispartofstudentpublicationNen_US
dc.relation.ispartofconferencenameEuropean Conference on Artificial Intelligence (ECAI2010)en_US
dc.relation.ispartofconferencetitleProceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligenceen_US
dc.relation.ispartofdatefrom2010-08-16en_US
dc.relation.ispartofdateto2010-08-20en_US
dc.relation.ispartoflocationLisbon, Portugalen_US
dc.rights.retentionYen_US
dc.subject.fieldofresearchMathematical Sciences not elsewhere classifieden_US
dc.subject.fieldofresearchcode019999en_US
dc.titleImplicit Learning of Compiled Macro-Actions for Planningen_US
dc.typeConference outputen_US
dc.type.descriptionE1 - Conference Publications (HERDC)en_US
dc.type.codeE - Conference Publicationsen_US
gro.rights.copyright© 2011 IOS Press. This is the author-manuscript version of this paper. Reproduced in accordance with the copyright policy of the publisher. Please refer to the publisher website for access to the definitive, published version.en_US
gro.date.issued2010
gro.hasfulltextFull Text
gro.griffith.authorNewton, MAHakim A.


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    Contains papers delivered by Griffith authors at national and international conferences.

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