FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1497506444> ?p ?o ?g. }

• W1497506444 abstract "Predictive state representation (PSR) models for controlled dynamical systems have recently been proposed as an alternative to traditional models such as partially observable Markov decision processes (POMDPs). In this paper we develop and evaluate two general planning algorithms for PSR models. First, we show how planning algorithms for POMDPs that exploit the piecewise linear property of value functions for finite-horizon problems can be extended to PSRs. This requires an interesting replacement of the role of hidden nominalstates in POMDPs with linearly independent predictions in PSRs. Second, we show how traditional reinforcement learning algorithms such as Q-learning can be extended to PSR models. We empirically evaluate both our algorithms on a standard set of test POMDP problems." @default.
• W1497506444 created "2016-06-24" @default.
• W1497506444 creator A5009722403 @default.
• W1497506444 creator A5046052093 @default.
• W1497506444 creator A5066781741 @default.
• W1497506444 date "2005-04-06" @default.
• W1497506444 modified "2023-09-24" @default.
• W1497506444 title "Planning with predictive state representations" @default.
• W1497506444 cites W1491973539 @default.
• W1497506444 cites W1515891729 @default.
• W1497506444 cites W2041367235 @default.
• W1497506444 cites W2099873296 @default.
• W1497506444 cites W2103019454 @default.
• W1497506444 cites W2111680853 @default.
• W1497506444 cites W2117341272 @default.
• W1497506444 cites W2121863487 @default.
• W1497506444 cites W2123542217 @default.
• W1497506444 cites W2158282517 @default.
• W1497506444 cites W2312609093 @default.
• W1497506444 cites W3011120880 @default.
• W1497506444 doi "https://doi.org/10.1109/icmla.2004.1383528" @default.
• W1497506444 hasPublicationYear "2005" @default.
• W1497506444 type Work @default.
• W1497506444 sameAs 1497506444 @default.
• W1497506444 citedByCount "30" @default.
• W1497506444 countsByYear W14975064442012 @default.
• W1497506444 countsByYear W14975064442013 @default.
• W1497506444 countsByYear W14975064442015 @default.
• W1497506444 countsByYear W14975064442017 @default.
• W1497506444 countsByYear W14975064442020 @default.
• W1497506444 countsByYear W14975064442021 @default.
• W1497506444 crossrefType "proceedings-article" @default.
• W1497506444 hasAuthorship W1497506444A5009722403 @default.
• W1497506444 hasAuthorship W1497506444A5046052093 @default.
• W1497506444 hasAuthorship W1497506444A5066781741 @default.
• W1497506444 hasConcept C105795698 @default.
• W1497506444 hasConcept C106189395 @default.
• W1497506444 hasConcept C114073186 @default.
• W1497506444 hasConcept C11413529 @default.
• W1497506444 hasConcept C119857082 @default.
• W1497506444 hasConcept C121332964 @default.
• W1497506444 hasConcept C126255220 @default.
• W1497506444 hasConcept C14646407 @default.
• W1497506444 hasConcept C154945302 @default.
• W1497506444 hasConcept C159886148 @default.
• W1497506444 hasConcept C163836022 @default.
• W1497506444 hasConcept C165696696 @default.
• W1497506444 hasConcept C17098449 @default.
• W1497506444 hasConcept C172205157 @default.
• W1497506444 hasConcept C177264268 @default.
• W1497506444 hasConcept C17744445 @default.
• W1497506444 hasConcept C199360897 @default.
• W1497506444 hasConcept C199539241 @default.
• W1497506444 hasConcept C2775924081 @default.
• W1497506444 hasConcept C2776359362 @default.
• W1497506444 hasConcept C32848918 @default.
• W1497506444 hasConcept C33923547 @default.
• W1497506444 hasConcept C38652104 @default.
• W1497506444 hasConcept C41008148 @default.
• W1497506444 hasConcept C48103436 @default.
• W1497506444 hasConcept C62520636 @default.
• W1497506444 hasConcept C94625758 @default.
• W1497506444 hasConcept C97541855 @default.
• W1497506444 hasConcept C98763669 @default.
• W1497506444 hasConceptScore W1497506444C105795698 @default.
• W1497506444 hasConceptScore W1497506444C106189395 @default.
• W1497506444 hasConceptScore W1497506444C114073186 @default.
• W1497506444 hasConceptScore W1497506444C11413529 @default.
• W1497506444 hasConceptScore W1497506444C119857082 @default.
• W1497506444 hasConceptScore W1497506444C121332964 @default.
• W1497506444 hasConceptScore W1497506444C126255220 @default.
• W1497506444 hasConceptScore W1497506444C14646407 @default.
• W1497506444 hasConceptScore W1497506444C154945302 @default.
• W1497506444 hasConceptScore W1497506444C159886148 @default.
• W1497506444 hasConceptScore W1497506444C163836022 @default.
• W1497506444 hasConceptScore W1497506444C165696696 @default.
• W1497506444 hasConceptScore W1497506444C17098449 @default.
• W1497506444 hasConceptScore W1497506444C172205157 @default.
• W1497506444 hasConceptScore W1497506444C177264268 @default.
• W1497506444 hasConceptScore W1497506444C17744445 @default.
• W1497506444 hasConceptScore W1497506444C199360897 @default.
• W1497506444 hasConceptScore W1497506444C199539241 @default.
• W1497506444 hasConceptScore W1497506444C2775924081 @default.
• W1497506444 hasConceptScore W1497506444C2776359362 @default.
• W1497506444 hasConceptScore W1497506444C32848918 @default.
• W1497506444 hasConceptScore W1497506444C33923547 @default.
• W1497506444 hasConceptScore W1497506444C38652104 @default.
• W1497506444 hasConceptScore W1497506444C41008148 @default.
• W1497506444 hasConceptScore W1497506444C48103436 @default.
• W1497506444 hasConceptScore W1497506444C62520636 @default.
• W1497506444 hasConceptScore W1497506444C94625758 @default.
• W1497506444 hasConceptScore W1497506444C97541855 @default.
• W1497506444 hasConceptScore W1497506444C98763669 @default.
• W1497506444 hasLocation W14975064441 @default.
• W1497506444 hasOpenAccess W1497506444 @default.
• W1497506444 hasPrimaryLocation W14975064441 @default.
• W1497506444 hasRelatedWork W1491973539 @default.
• W1497506444 hasRelatedWork W1532688806 @default.
• W1497506444 hasRelatedWork W1539216098 @default.
• W1497506444 hasRelatedWork W1540337045 @default.

• next