Matches in SemOpenAlex for { <https://semopenalex.org/work/W4225524843> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W4225524843 abstract "In the multi-armed bandit framework, there are two formulations that are commonly employed to handle time-varying reward distributions: adversarial bandit and nonstationary bandit. Although their oracles, algorithms, and regret analysis differ significantly, we provide a unified formulation in this paper that smoothly bridges the two as special cases. The formulation uses an oracle that takes the best-fixed arm within time windows. Depending on the window size, it turns into the oracle in hindsight in the adversarial bandit and dynamic oracle in the nonstationary bandit. We provide algorithms that attain the optimal regret with the matching lower bound." @default.
- W4225524843 created "2022-05-05" @default.
- W4225524843 creator A5075657505 @default.
- W4225524843 creator A5077201351 @default.
- W4225524843 date "2022-01-05" @default.
- W4225524843 modified "2023-10-16" @default.
- W4225524843 title "Bridging Adversarial and Nonstationary Multi-armed Bandit" @default.
- W4225524843 doi "https://doi.org/10.48550/arxiv.2201.01628" @default.
- W4225524843 hasPublicationYear "2022" @default.
- W4225524843 type Work @default.
- W4225524843 citedByCount "0" @default.
- W4225524843 crossrefType "posted-content" @default.
- W4225524843 hasAuthorship W4225524843A5075657505 @default.
- W4225524843 hasAuthorship W4225524843A5077201351 @default.
- W4225524843 hasBestOaLocation W42255248431 @default.
- W4225524843 hasConcept C10347200 @default.
- W4225524843 hasConcept C105795698 @default.
- W4225524843 hasConcept C11413529 @default.
- W4225524843 hasConcept C115903868 @default.
- W4225524843 hasConcept C119857082 @default.
- W4225524843 hasConcept C123197309 @default.
- W4225524843 hasConcept C126255220 @default.
- W4225524843 hasConcept C154945302 @default.
- W4225524843 hasConcept C15744967 @default.
- W4225524843 hasConcept C165064840 @default.
- W4225524843 hasConcept C180747234 @default.
- W4225524843 hasConcept C33923547 @default.
- W4225524843 hasConcept C37736160 @default.
- W4225524843 hasConcept C41008148 @default.
- W4225524843 hasConcept C50817715 @default.
- W4225524843 hasConcept C55166926 @default.
- W4225524843 hasConceptScore W4225524843C10347200 @default.
- W4225524843 hasConceptScore W4225524843C105795698 @default.
- W4225524843 hasConceptScore W4225524843C11413529 @default.
- W4225524843 hasConceptScore W4225524843C115903868 @default.
- W4225524843 hasConceptScore W4225524843C119857082 @default.
- W4225524843 hasConceptScore W4225524843C123197309 @default.
- W4225524843 hasConceptScore W4225524843C126255220 @default.
- W4225524843 hasConceptScore W4225524843C154945302 @default.
- W4225524843 hasConceptScore W4225524843C15744967 @default.
- W4225524843 hasConceptScore W4225524843C165064840 @default.
- W4225524843 hasConceptScore W4225524843C180747234 @default.
- W4225524843 hasConceptScore W4225524843C33923547 @default.
- W4225524843 hasConceptScore W4225524843C37736160 @default.
- W4225524843 hasConceptScore W4225524843C41008148 @default.
- W4225524843 hasConceptScore W4225524843C50817715 @default.
- W4225524843 hasConceptScore W4225524843C55166926 @default.
- W4225524843 hasLocation W42255248431 @default.
- W4225524843 hasOpenAccess W4225524843 @default.
- W4225524843 hasPrimaryLocation W42255248431 @default.
- W4225524843 hasRelatedWork W1568674531 @default.
- W4225524843 hasRelatedWork W2590078629 @default.
- W4225524843 hasRelatedWork W2915638893 @default.
- W4225524843 hasRelatedWork W2951226099 @default.
- W4225524843 hasRelatedWork W2952579286 @default.
- W4225524843 hasRelatedWork W3209366948 @default.
- W4225524843 hasRelatedWork W4225524843 @default.
- W4225524843 hasRelatedWork W4286859568 @default.
- W4225524843 hasRelatedWork W4288567383 @default.
- W4225524843 hasRelatedWork W2161853425 @default.
- W4225524843 isParatext "false" @default.
- W4225524843 isRetracted "false" @default.
- W4225524843 workType "article" @default.