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01/10/2023
Best Arm Identification in Stochastic Bandits: Beyond β-optimality
This paper focuses on best arm identification (BAI) in stochastic multi-...
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08/10/2022
Active Sampling of Multiple Sources for Sequential Estimation
Consider K processes, each generating a sequence of identical and indepe...
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07/22/2022
SPRT-based Efficient Best Arm Identification in Stochastic Bandits
This paper investigates the best arm identification (BAI) problem in sto...
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11/14/2021
Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination
This paper investigates the problem of best arm identification in contam...
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04/17/2020