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02/25/2022
Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms
We study a sequential decision problem where the learner faces a sequenc...
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02/25/2022
Meta-Learning for Simple Regret Minimization
We develop a meta-learning framework for simple regret minimization in b...
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06/12/2021
Guaranteed Fixed-Confidence Best Arm Identification in Multi-Armed Bandit
We consider the problem of finding, through adaptive sampling, which of ...
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06/09/2021
