most citedSafe Reinforcement Learning for Constrained Markov Decision Processes with Stochastic Stopping Time

1 citations · 1 across the 2 of their papers we have counts for

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2 papers

eess.SY2024

Distributionally Robust Safety Verification for Markov Decision Processes

Abhijit Mazumdar, Yuting Hou, Rafal Wisniewski

In this paper, we propose a distributionally robust safety verification method for Markov decision processes where only an ambiguous transition kernel is available instead of the p…

cs.LG2024★ 1 cited

Safe Reinforcement Learning for Constrained Markov Decision Processes with Stochastic Stopping Time

Abhijit Mazumdar, Rafal Wisniewski, Manuela L. Bujorianu

In this paper, we present an online reinforcement learning algorithm for constrained Markov decision processes with a safety constraint. Despite the necessary attention of the scie…