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Allocation Stability and Wald Inference under Variance-Aware UCB

Fan, Yingying et al.
arXiv (All) · Papers
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Allocation stability is often used to justify Gaussian inference from bandit data, but when is it necessary? In this paper, we address this question for a two-armed, fixed-horizon variance-aware UCB policy with bounded reward distributions that may vary with the horizon. We find a sharp criterion in
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