FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2920343906> ?p ?o ?g. }

• W2920343906 abstract "A stochastic multi-armed bandit problem with side information on the similarity and dissimilarity across different arms is considered. The action space of the problem can be represented by a unit interval graph (UIG) where each node represents an arm and the presence (absence) of an edge between two nodes indicates similarity (dissimilarity) between their mean rewards. Two settings of complete and partial side information based on whether the UIG is fully revealed are studied and a general two-step learning structure consisting of an offline reduction of the action space and online aggregation of reward observations from similar arms is proposed to fully exploit the topological structure of the side information. In both cases, the computation efficiency and the order optimality of the proposed learning policies in terms of both the size of the action space and the time length are established." @default.
• W2920343906 created "2019-03-11" @default.
• W2920343906 creator A5009337709 @default.
• W2920343906 creator A5013788255 @default.
• W2920343906 creator A5029838327 @default.
• W2920343906 creator A5077074252 @default.
• W2920343906 date "2018-02-12" @default.
• W2920343906 modified "2023-10-03" @default.
• W2920343906 title "Multi-Armed Bandits on Partially Revealed Unit Interval Graphs" @default.
• W2920343906 cites W1517921658 @default.
• W2920343906 cites W1561833014 @default.
• W2920343906 cites W1822035899 @default.
• W2920343906 cites W1911551976 @default.
• W2920343906 cites W1950398167 @default.
• W2920343906 cites W1970930040 @default.
• W2920343906 cites W2009551863 @default.
• W2920343906 cites W2010189695 @default.
• W2920343906 cites W2028404160 @default.
• W2920343906 cites W2037583329 @default.
• W2920343906 cites W2039522160 @default.
• W2920343906 cites W2093562354 @default.
• W2920343906 cites W2095075515 @default.
• W2920343906 cites W2108738385 @default.
• W2920343906 cites W2115519224 @default.
• W2920343906 cites W2117354486 @default.
• W2920343906 cites W2119738618 @default.
• W2920343906 cites W2119850747 @default.
• W2920343906 cites W2133282568 @default.
• W2920343906 cites W2138909795 @default.
• W2920343906 cites W2141645258 @default.
• W2920343906 cites W2147398813 @default.
• W2920343906 cites W2165856466 @default.
• W2920343906 cites W2166566648 @default.
• W2920343906 cites W2168405694 @default.
• W2920343906 cites W2185823609 @default.
• W2920343906 cites W2329051191 @default.
• W2920343906 cites W2510083953 @default.
• W2920343906 cites W2962748815 @default.
• W2920343906 cites W2963465244 @default.
• W2920343906 cites W2963750583 @default.
• W2920343906 cites W50486269 @default.
• W2920343906 doi "https://doi.org/10.48550/arxiv.1802.04339" @default.
• W2920343906 hasPublicationYear "2018" @default.
• W2920343906 type Work @default.
• W2920343906 sameAs 2920343906 @default.
• W2920343906 citedByCount "0" @default.
• W2920343906 crossrefType "posted-content" @default.
• W2920343906 hasAuthorship W2920343906A5009337709 @default.
• W2920343906 hasAuthorship W2920343906A5013788255 @default.
• W2920343906 hasAuthorship W2920343906A5029838327 @default.
• W2920343906 hasAuthorship W2920343906A5077074252 @default.
• W2920343906 hasBestOaLocation W29203439061 @default.
• W2920343906 hasConcept C103278499 @default.
• W2920343906 hasConcept C111335779 @default.
• W2920343906 hasConcept C111919701 @default.
• W2920343906 hasConcept C11413529 @default.
• W2920343906 hasConcept C114614502 @default.
• W2920343906 hasConcept C115961682 @default.
• W2920343906 hasConcept C121332964 @default.
• W2920343906 hasConcept C127413603 @default.
• W2920343906 hasConcept C132525143 @default.
• W2920343906 hasConcept C154945302 @default.
• W2920343906 hasConcept C165696696 @default.
• W2920343906 hasConcept C2164484 @default.
• W2920343906 hasConcept C2524010 @default.
• W2920343906 hasConcept C2778067643 @default.
• W2920343906 hasConcept C2778572836 @default.
• W2920343906 hasConcept C2780791683 @default.
• W2920343906 hasConcept C33923547 @default.
• W2920343906 hasConcept C38652104 @default.
• W2920343906 hasConcept C41008148 @default.
• W2920343906 hasConcept C45374587 @default.
• W2920343906 hasConcept C62520636 @default.
• W2920343906 hasConcept C62611344 @default.
• W2920343906 hasConcept C66938386 @default.
• W2920343906 hasConcept C76155785 @default.
• W2920343906 hasConcept C80444323 @default.
• W2920343906 hasConceptScore W2920343906C103278499 @default.
• W2920343906 hasConceptScore W2920343906C111335779 @default.
• W2920343906 hasConceptScore W2920343906C111919701 @default.
• W2920343906 hasConceptScore W2920343906C11413529 @default.
• W2920343906 hasConceptScore W2920343906C114614502 @default.
• W2920343906 hasConceptScore W2920343906C115961682 @default.
• W2920343906 hasConceptScore W2920343906C121332964 @default.
• W2920343906 hasConceptScore W2920343906C127413603 @default.
• W2920343906 hasConceptScore W2920343906C132525143 @default.
• W2920343906 hasConceptScore W2920343906C154945302 @default.
• W2920343906 hasConceptScore W2920343906C165696696 @default.
• W2920343906 hasConceptScore W2920343906C2164484 @default.
• W2920343906 hasConceptScore W2920343906C2524010 @default.
• W2920343906 hasConceptScore W2920343906C2778067643 @default.
• W2920343906 hasConceptScore W2920343906C2778572836 @default.
• W2920343906 hasConceptScore W2920343906C2780791683 @default.
• W2920343906 hasConceptScore W2920343906C33923547 @default.
• W2920343906 hasConceptScore W2920343906C38652104 @default.
• W2920343906 hasConceptScore W2920343906C41008148 @default.
• W2920343906 hasConceptScore W2920343906C45374587 @default.
• W2920343906 hasConceptScore W2920343906C62520636 @default.
• W2920343906 hasConceptScore W2920343906C62611344 @default.
• W2920343906 hasConceptScore W2920343906C66938386 @default.

• next