633 citations · 1.5k across the 68 of their papers we have counts for
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cs.LG2011
Parametrized Stochastic Multi-armed Bandits with Binary Rewards
Chong Jiang, R. Srikant
In this paper, we consider the problem of multi-armed bandits with a large, possibly infinite number of correlated arms. We assume that the arms have Bernoulli distributed rewards,…
math.PR2011
Asymptotically Tight Steady-State Queue Length Bounds Implied By Drift Conditions
Atilla Eryilmaz, R. Srikant
The Foster-Lyapunov theorem and its variants serve as the primary tools for studying the stability of queueing systems. In addition, it is well known that setting the drift of the…