Search Results for author: Prashansa Panda

Found 2 papers, 0 papers with code

Two-Timescale Critic-Actor for Average Reward MDPs with Function Approximation

no code implementations2 Feb 2024 Prashansa Panda, Shalabh Bhatnagar

In recent years, there has been a lot of research activity focused on carrying out non-asymptotic convergence analyses for actor-critic algorithms.

Finite-Time Analysis of Three-Timescale Constrained Actor-Critic and Constrained Natural Actor-Critic Algorithms

no code implementations25 Oct 2023 Prashansa Panda, Shalabh Bhatnagar

Actor Critic methods have found immense applications on a wide range of Reinforcement Learning tasks especially when the state-action space is large.

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