A Small Gain Analysis of Single Timescale Actor Critic-Reference-Cited by-同舟云学术

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A Small Gain Analysis of Single Timescale Actor Critic

Published:2023-04-28 Issue:2 Volume:61 Page:980-1007
ISSN:0363-0129
Container-title:SIAM Journal on Control and Optimization
language:en
Short-container-title:SIAM J. Control Optim.

Author:

Olshevsky Alex¹,Gharesifard Bahman²^ORCID

Affiliation:

1. Department of Electrical and Computer Engineering and Division of System Engineering, Boston University, Boston, MA 02215 USA.

2. Department of Electrical and Computer Engineering, University of California at Los Angeles, Los Angeles, CA 90095 USA.

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,Control and Optimization

Reference21 articles.

1. Neuronlike adaptive elements that can solve difficult learning control problems

2. Introduction to Nonlinear Optimization

3. The O.D.E. Method for Convergence of Stochastic Approximation and Reinforcement Learning

Cited by 2 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. One-Shot Averaging for Distributed TD (λ) Under Markov Sampling;IEEE Control Systems Letters;2024

2. On the sample complexity of actor-critic method for reinforcement learning with function approximation;Machine Learning;2023-02-16

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