Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation-Reference-Cited by-同舟云学术

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Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation

Published:2024-07-30 Issue:3 Volume:34 Page:2729-2755
ISSN:1052-6234
Container-title:SIAM Journal on Optimization
language:en
Short-container-title:SIAM J. Optim.

Author:

Cayci Semih¹^ORCID,He Niao²^ORCID,Srikant R.³

Affiliation:

1. Chair for Mathematics of Information Processing, RWTH Aachen University, 52062 Aachen, Germany.

2. Department of Computer Science, ETH Zurich, 8092 Zurich, Switzerland.

3. Department of Electrical and Computer Engineering, Coordinated Science Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL 61801 USA.

Funder

Illinois Institute

Swiss National Science Foundation

AFOSR

Office of Naval Research

National Science Foundation

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Reference22 articles.

1. Natural Gradient Works Efficiently in Learning

Cited by 1 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. Reinforcement Learning-Guided Optogenetic Stimulation Policies for Robust Functional Network Discovery;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

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