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20192026
most citedOnline Convex Optimization in Adversarial Markov Decision Processes

45 citations · 70 across the 17 of their papers we have counts for

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cs.LG2026

Near-Optimal Regret for Policy Optimization in Contextual MDPs with General Offline Function Approximation

Orin Levy, Aviv Rosenberg, Alon Cohen +1

We introduce \texttt{OPO-CMDP}, the first policy optimization algorithm for stochastic Contextual Markov Decision Process (CMDPs) under general offline function approximation. Our…