Matches in SemOpenAlex for { <https://semopenalex.org/work/W936194328> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W936194328 endingPage "676" @default.
- W936194328 startingPage "655" @default.
- W936194328 abstract "We introduce feature regularization during feature selection for value function approximation. Feature regularization introduces a prior into the selection process, improving function approximation accuracy and reducing overfitting. We show that the smoothness prior is effective in the incremental feature selection setting and present closed-form smoothness regularizers for the Fourier and RBF bases. We present two methods for feature regularization which extend the temporal difference orthogonal matching pursuit (OMP-TD) algorithm and demonstrate the effectiveness of the smoothness prior; smooth Tikhonov OMP-TD and smoothness scaled OMP-TD. We compare these methods against OMP-TD, regularized OMP-TD and least squares TD with random projections, across six benchmark domains using two different types of basis functions." @default.
- W936194328 created "2016-06-24" @default.
- W936194328 creator A5072239715 @default.
- W936194328 creator A5078124517 @default.
- W936194328 date "2015-07-14" @default.
- W936194328 modified "2023-09-27" @default.
- W936194328 title "Regularized feature selection in reinforcement learning" @default.
- W936194328 cites W1668700706 @default.
- W936194328 cites W2099100030 @default.
- W936194328 cites W2106261932 @default.
- W936194328 cites W2112264645 @default.
- W936194328 cites W2123979492 @default.
- W936194328 cites W2138326839 @default.
- W936194328 cites W2151693816 @default.
- W936194328 cites W2165418472 @default.
- W936194328 cites W4298876635 @default.
- W936194328 doi "https://doi.org/10.1007/s10994-015-5518-8" @default.
- W936194328 hasPublicationYear "2015" @default.
- W936194328 type Work @default.
- W936194328 sameAs 936194328 @default.
- W936194328 citedByCount "8" @default.
- W936194328 countsByYear W9361943282017 @default.
- W936194328 countsByYear W9361943282018 @default.
- W936194328 countsByYear W9361943282019 @default.
- W936194328 countsByYear W9361943282020 @default.
- W936194328 countsByYear W9361943282021 @default.
- W936194328 countsByYear W9361943282022 @default.
- W936194328 crossrefType "journal-article" @default.
- W936194328 hasAuthorship W936194328A5072239715 @default.
- W936194328 hasAuthorship W936194328A5078124517 @default.
- W936194328 hasBestOaLocation W9361943281 @default.
- W936194328 hasConcept C102634674 @default.
- W936194328 hasConcept C11413529 @default.
- W936194328 hasConcept C124851039 @default.
- W936194328 hasConcept C126255220 @default.
- W936194328 hasConcept C134306372 @default.
- W936194328 hasConcept C135252773 @default.
- W936194328 hasConcept C138885662 @default.
- W936194328 hasConcept C148483581 @default.
- W936194328 hasConcept C152442038 @default.
- W936194328 hasConcept C153180895 @default.
- W936194328 hasConcept C154945302 @default.
- W936194328 hasConcept C156872377 @default.
- W936194328 hasConcept C22019652 @default.
- W936194328 hasConcept C2776135515 @default.
- W936194328 hasConcept C2776401178 @default.
- W936194328 hasConcept C33923547 @default.
- W936194328 hasConcept C41008148 @default.
- W936194328 hasConcept C41895202 @default.
- W936194328 hasConcept C50644808 @default.
- W936194328 hasConcept C5917680 @default.
- W936194328 hasConceptScore W936194328C102634674 @default.
- W936194328 hasConceptScore W936194328C11413529 @default.
- W936194328 hasConceptScore W936194328C124851039 @default.
- W936194328 hasConceptScore W936194328C126255220 @default.
- W936194328 hasConceptScore W936194328C134306372 @default.
- W936194328 hasConceptScore W936194328C135252773 @default.
- W936194328 hasConceptScore W936194328C138885662 @default.
- W936194328 hasConceptScore W936194328C148483581 @default.
- W936194328 hasConceptScore W936194328C152442038 @default.
- W936194328 hasConceptScore W936194328C153180895 @default.
- W936194328 hasConceptScore W936194328C154945302 @default.
- W936194328 hasConceptScore W936194328C156872377 @default.
- W936194328 hasConceptScore W936194328C22019652 @default.
- W936194328 hasConceptScore W936194328C2776135515 @default.
- W936194328 hasConceptScore W936194328C2776401178 @default.
- W936194328 hasConceptScore W936194328C33923547 @default.
- W936194328 hasConceptScore W936194328C41008148 @default.
- W936194328 hasConceptScore W936194328C41895202 @default.
- W936194328 hasConceptScore W936194328C50644808 @default.
- W936194328 hasConceptScore W936194328C5917680 @default.
- W936194328 hasIssue "2-3" @default.
- W936194328 hasLocation W9361943281 @default.
- W936194328 hasOpenAccess W936194328 @default.
- W936194328 hasPrimaryLocation W9361943281 @default.
- W936194328 hasRelatedWork W1946718419 @default.
- W936194328 hasRelatedWork W1999466943 @default.
- W936194328 hasRelatedWork W2409149208 @default.
- W936194328 hasRelatedWork W2742991909 @default.
- W936194328 hasRelatedWork W2767651786 @default.
- W936194328 hasRelatedWork W2934763905 @default.
- W936194328 hasRelatedWork W4288570834 @default.
- W936194328 hasRelatedWork W4385743487 @default.
- W936194328 hasRelatedWork W785854688 @default.
- W936194328 hasRelatedWork W2745463053 @default.
- W936194328 hasVolume "100" @default.
- W936194328 isParatext "false" @default.
- W936194328 isRetracted "false" @default.
- W936194328 magId "936194328" @default.
- W936194328 workType "article" @default.