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Bandit problems with infinitely many arms

descriptionPublicationkeyboard_double_arrow_right Article , Other literature type 01 Oct 1997 United States Publisher:Institute of Mathematical StatisticsJournal:The Annals of Statistics, volume 25 (issn: 0090-5364, Copyright policy )
Authors: Berry, Donald A; Chen, Robert W; Zame, Alan; Heath, David C; Shepp, Larry A;

doi: 10.1214/aos/1069362389

handle: 20.500.14332/47683

Bandit problems with infinitely many arms

Abstract

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Keywords

Bandit problems, Applied Statistics, staying with a winner, dynamic allocation of Bernoulli processes, switching with a loser, Sequential statistical design, 62L05, Limit theorems in probability theory, bandit problem, Compound decision problems in statistical decision theory, sequential experimentation, bandit problems, 60F99, 62C25

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    selected citations
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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 81
    popularity
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    		 Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
81
Top 10%
Top 10%
Average
Green
hybrid