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20162022
most citedModel-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes

19 citations · 36 across the 6 of their papers we have counts for

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math.PR2017

Conditioned Functional Limits and Applications to Queues

Harsha Honnappa, Rahul Jain, Amy R. Ward

We consider a renewal process that is conditioned on the number of events in a fixed time horizon. We prove that a centered and scaled version of this process converges to a Browni…

math.PR2017

Transitory Queueing Networks

Harsha Honnappa, Rahul Jain

Queueing networks are notoriously difficult to analyze sans both Markovian and stationarity assumptions. Much of the theoretical contribution towards performance analysis of time-i…