7 citations · 18 across the 16 of their papers we have counts for
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cs.LG2021
Stochastic Multi-Armed Bandits with Control Variates
Arun Verma, Manjesh K. Hanawal
This paper studies a new variant of the stochastic multi-armed bandits problem where auxiliary information about the arm rewards is available in the form of control variates. In ma…
cs.LG2021
Censored Semi-Bandits for Resource Allocation
Arun Verma, Manjesh K. Hanawal, Arun Rajkumar +1
We consider the problem of sequentially allocating resources in a censored semi-bandits setup, where the learner allocates resources at each step to the arms and observes loss. The…