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On Gap-Based Lower Bounding Techniques for Best-Arm Identification

In this paper, we consider techniques for establishing lower bounds on the number of arm pulls for best-arm identification in the multi-armed bandit problem. While a recent divergence-based approach was shown to provide improvements over an older gap-based approach, we show that the latter can be re...

Täydet tiedot

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Bibliografiset tiedot
Päätekijät: Lan V. Truong, Jonathan Scarlett
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI AG 2020-07-01
Sarja:Entropy
Aiheet:
Linkit:https://www.mdpi.com/1099-4300/22/7/788
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