271 citations · 327 across the 9 of their papers we have counts for
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cs.PF2017
Optimal Threshold Policies for Robust Data Center Control
Paul Weng, Zeqi Qiu, John Costanzo +2
With the simultaneous rise of energy costs and demand for cloud computing, efficient control of data centers becomes crucial. In the data center control problem, one needs to plan…
cs.LG2017★ 13 cited
Multi-objective Bandits: Optimizing the Generalized Gini Index
Robert Busa-Fekete, Balazs Szorenyi, Paul Weng +1
We study the multi-armed bandit (MAB) problem where the agent receives a vectorial feedback that encodes many possibly competing objectives to be optimized. The goal of the agent i…