433 citations · 1.1k across the 23 of their papers we have counts for
Showing 2011 · math.OCShow all
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math.OC2011
Delay Optimal Multichannel Opportunistic Access
Shiyao Chen, Lang Tong, Qing Zhao
The problem of minimizing queueing delay of opportunistic access of multiple continuous time Markov channels is considered. A new access policy based on myopic sensing and adaptive…
math.OC2011★ 9 cited
Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems
Sattar Vakili, Keqin Liu, Qing Zhao
In the Multi-Armed Bandit (MAB) problem, there is a given set of arms with unknown reward models. At each time, a player selects one arm to play, aiming to maximize the total expec…
math.OC2011★ 2 cited
Decentralized Restless Bandit with Multiple Players and Unknown Dynamics
Haoyang Liu, Keqin Liu, Qing Zhao
We consider decentralized restless multi-armed bandit problems with unknown dynamics and multiple players. The reward state of each arm transits according to an unknown Markovian r…