241 citations · 861 across the 54 of their papers we have counts for
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math.OC2011★ 1 cited
Optimal Adaptive Learning in Uncontrolled Restless Bandit Problems
Cem Tekin, Mingyan Liu
In this paper we consider the problem of learning the optimal policy for uncontrolled restless bandit problems. In an uncontrolled restless bandit problem, there is a finite set of…
math.OC2011★ 114 cited
Online Learning of Rested and Restless Bandits
Cem Tekin, Mingyan Liu
In this paper we study the online learning problem involving rested and restless multiarmed bandits with multiple plays. The system consists of a single player/user and a set of K…