Finite-Sample Analysis of Two-Time-Scale Natural Actor–Critic Algorithm

DOI10.1109/tac.2022.3190032arXiv2101.10506OpenAlexW3124786193MaRDI QIDQ6080164

Justin Romberg, Sajad Khodadadian, Thinh T. Doan, Siva Theja Maguluri

Publication date: 2 October 2023

Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2101.10506

zbMATH Keywords

machine learningreinforcement learning (RL)two-time-scaleactor-critic (AC)

Mathematics Subject Classification ID

Systems theory; control (93-XX)

Related Items (1)

Softmax policy gradient methods can take exponential time to converge

This page was built for publication: Finite-Sample Analysis of Two-Time-Scale Natural Actor–Critic Algorithm