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Bandit problems with infinitely many arms

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Publication:1374228
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DOI10.1214/aos/1069362389zbMath0881.62083OpenAlexW1973712811MaRDI QIDQ1374228

David C. Heath, Robert W. Chen, Alan Zame, Donald A. Berry, Lawrence A. Shepp

Publication date: 22 February 1998

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1214/aos/1069362389

zbMATH Keywords

bandit problemdynamic allocation of Bernoulli processessequential experimentationstaying with a winnerswitching with a loser


Mathematics Subject Classification ID

Sequential statistical design (62L05) Limit theorems in probability theory (60F99) Compound decision problems in statistical decision theory (62C25)


Related Items

Two-Armed Bandit Strategies that Discount Past and Future, Bandit and covariate processes, with finite or non-denumerable set of arms, Topp-Leone distribution with an application to binomial sampling, Optimal Bayesian strategies for the infinite-armed Bernoulli bandit, Ballooning multi-armed bandits, A note on infinite-armed Bernoulli bandit problems with generalized beta prior distributions, Infinite Arms Bandit: Optimality via Confidence Bounds, Randomized allocation with nonparametric estimation for a multi-armed bandit problem with covariates, Satisficing in Time-Sensitive Bandit Learning



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