Finite Sample Analysis of Two-Time-Scale Natural Actor-Critic Algorithm-Reference-Cited by-同舟云学术

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

Published:2022 Issue: Volume: Page:1-16
ISSN:0018-9286
Container-title:IEEE Transactions on Automatic Control
language:
Short-container-title:IEEE Trans. Automat. Contr.

Author:

Khodadadian Sajad¹^ORCID,Doan Thinh T.²^ORCID,Romberg Justin³^ORCID,Maguluri Siva Theja¹^ORCID

Affiliation:

1. H. Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia

2. Bradley Department of Electrical and Computer Department, Virginia Tech, Blacksburg, Virginia

3. School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, Georgia

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Control and Systems Engineering

Link

http://xplorestaging.ieee.org/ielx7/9/4601496/09827586.pdf?arnumber=9827586

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Hierarchical Piecewise-Trajectory Planning Framework for Autonomous Ground Vehicles Considering Motion Limitation and Energy Consumption;IEEE Internet of Things Journal;2024-09-15

2. Softmax policy gradient methods can take exponential time to converge;Mathematical Programming;2023-01-23

3. Finite-Time Complexity of Online Primal-Dual Natural Actor-Critic Algorithm for Constrained Markov Decision Processes;2022 IEEE 61st Conference on Decision and Control (CDC);2022-12-06

4. Policy mirror descent for reinforcement learning: linear convergence, new sampling complexity, and generalized problem classes;Mathematical Programming;2022-04-28

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