Q-Learning for Continuous-Time Linear Systems: A Data-Driven Implementation of the Kleinman Algorithm
Author:
Affiliation:
1. Istituto di Analisi dei Sistemi ed Informatica “A. Ruberti,” Consiglio Nazionale delle Ricerche, Rome, Italy
2. Dipartimento di Ingegneria Civile e Ingegneria Informatica, Università di Roma Tor Vergata, Rome, Italy
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Science Applications,Human-Computer Interaction,Control and Systems Engineering,Software
Link
http://xplorestaging.ieee.org/ielx7/6221021/9893286/09705637.pdf?arnumber=9705637
Reference49 articles.
1. Introduction to Applied Linear Algebra
2. Linear regression in continuous time
3. A tutorial review of economic model predictive control methods
4. Kronecker products and matrix calculus in system theory
Cited by 12 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. Finite-horizon and infinite-horizon linear quadratic optimal control problems: A data-driven Euler scheme;Journal of the Franklin Institute;2024-09
2. Combining transformer based deep reinforcement learning with Black-Litterman model for portfolio optimization;Neural Computing and Applications;2024-08-10
3. Adaptive Optimal Control via Q-Learning for Itô Fuzzy Stochastic Nonlinear Continuous-Time Systems With Stackelberg Game;IEEE Transactions on Fuzzy Systems;2024-04
4. On-policy and off-policy Q-learning strategies for spacecraft systems: An approach for time-varying discrete-time without controllability assumption of augmented system;Aerospace Science and Technology;2024-03
5. Continuous-Time Reinforcement Learning: New Design Algorithms With Theoretical Insights and Performance Guarantees;IEEE Transactions on Neural Networks and Learning Systems;2024
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