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20172021
most citedScheduling Policies for Minimizing Age of Information in Broadcast Wireless Networks

34 citations · 99 across the 14 of their papers we have counts for

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2 papers · 1 filter

math.OC2021

Reward Biased Maximum Likelihood Estimation for Learning in Constrained MDPs

Rahul Singh

We use the Reward Biased Maximum Likelihood Estimation (RBMLE) algorithm to learn optimal policies for constrained Markov Decision Processes (CMDPs). We analyze the learning regret…

math.OC2020★ 10 cited

Multi-marginal optimal transport and probabilistic graphical models

Isabel Haasler, Rahul Singh, Qinsheng Zhang +2

We study multi-marginal optimal transport problems from a probabilistic graphical model perspective. We point out an elegant connection between the two when the underlying cost for…