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20062026
most citedJoint Design and Separation Principle for Opportunistic Spectrum Access in the Presence of Sensing Errors

433 citations · 1.1k across the 23 of their papers we have counts for

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cs.LG2026

Fast Rates for Offline Contextual Bandits with Forward-KL Regularization under Single-Policy Concentrability

Qingyue Zhao, Kaixuan Ji, Heyang Zhao +1

\emph{Kullback-Leibler} (KL) regularization is ubiquitous in reinforcement learning algorithms in the form of \emph{reverse} or \emph{forward} KL. Recent studies have demonstrated…