16 citations · 58 across the 9 of their papers we have counts for
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stat.ML2015
A Parallel algorithm for -Armed bandits
Cheng Chen, Shuang Liu, Zhihua Zhang +1
The target of -armed bandit problem is to find the global maximum of an unknown stochastic function , given a finite budget of evaluations. Recently, $\mathcal{…
cs.LG2015
Regret vs. Communication: Distributed Stochastic Multi-Armed Bandits and Beyond
Shuang Liu, Cheng Chen, Zhihua Zhang
In this paper, we consider the distributed stochastic multi-armed bandit problem, where a global arm set can be accessed by multiple players independently. The players are allowed…