An improved upper bound on the expected regret of UCB-type policies for a matching-selection bandit problem
Ryo Watanabe, Atsuyoshi Nakamura, Mineichi Kudo (Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan)
| Year of publication: |
November 2015
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|---|---|
| Authors: | Watanabe, Ryo ; Nakamarua, Atsuyoshi ; Kudo, Mineichi |
| Published in: |
Operations research letters. - Amsterdam [u.a.] : Elsevier, ISSN 0167-6377, ZDB-ID 720735-9. - Vol. 43.2015, 6, p. 558-563
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| Subject: | Multi-armed bandit problem | Matching | Regret analysis | Combinatorial bandit | Online learning | Entscheidung | Decision | Lernprozess | Learning process | Spieltheorie | Game theory | Entscheidung unter Unsicherheit | Decision under uncertainty |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.orl.2015.08.008 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10011416283