activity
20172024
most citedFast active learning for pure exploration in reinforcement learning

31 citations · 104 across the 21 of their papers we have counts for

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cs.AI2021

Indexed Minimum Empirical Divergence for Unimodal Bandits

Hassan Saber, Pierre Ménard, Odalric-Ambrym Maillard

We consider a multi-armed bandit problem specified by a set of one-dimensional family exponential distributions endowed with a unimodal structure. We introduce IMED-UB, a algorithm…