[其他] ICML-Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm [推广有奖]

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发表于 2025-7-28 10:05:54 |AI写论文

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Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm

            Sajad Khodadadian 1 Zaiwei Chen 2 Siva Theja Maguluri 1

         Abstract                An AC algorithm can be thought as a generalized policy iter-
In this paper, we provide finite-sample conver-    ation (Puterman, 1995), and consists of two phases, namely
gence guarantees for an off-policy variant of the    actor and critic. The objective of the actor is to improve the
natural actor-crit ...