Policy Optimization for $\mathcal{H}_2$ Linear Control with $\mathcal{H}_\infty$ Robustness Guarantee: Implicit Regularization and Global Convergence
Author:
Publisher
Society for Industrial & Applied Mathematics (SIAM)
Subject
Applied Mathematics,Control and Optimization
Link
https://epubs.siam.org/doi/pdf/10.1137/20M1347942
Reference32 articles.
1. Mixed $H_2/H_\infty$ Control via Nonsmooth Optimization
2. LQG control with an H/sup infinity / performance bound: a Riccati equation approach
3. A new CAD method and associated architectures for linear controllers
Cited by 24 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. A Case Study on the Convergence of Direct Policy Search for Linear Quadratic Gaussian Control;2024 American Control Conference (ACC);2024-07-10
2. Semi-Infinitely Constrained Markov Decision Processes and Provably Efficient Reinforcement Learning;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-05
3. Quantization avoids saddle points in distributed optimization;Proceedings of the National Academy of Sciences;2024-04-19
4. Convergence of Policy Gradient Methods for Finite-Horizon Exploratory Linear-Quadratic Control Problems;SIAM Journal on Control and Optimization;2024-03-22
5. On the Optimization Landscape of Dynamic Output Feedback Linear Quadratic Control;IEEE Transactions on Automatic Control;2024-02
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3