Reinforcement learning for adaptive optimal control of continuous-time linear periodic systems

10.1016/j.automatica.2020.109035 ◽

2020 ◽

Vol 118 ◽

pp. 109035

Author(s):

Bo Pang ◽

Zhong-Ping Jiang ◽

Iven Mareels

Keyword(s):

Optimal Control ◽

Reinforcement Learning ◽

Continuous Time ◽

Periodic Systems ◽

Adaptive Optimal Control ◽

Linear Periodic Systems ◽

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optimal control of unknown continuous time linear periodic systems by adaptive dynamic programming with applications to magnetic attitude control

Optimal Control Applications and Methods ◽

10.1002/oca.2801 ◽

2021 ◽

Author(s):

Huaiyuan Jiang ◽

Bin Zhou

Keyword(s):

Optimal Control ◽

Dynamic Programming ◽

Continuous Time ◽

Attitude Control ◽

Adaptive Dynamic Programming ◽

Periodic Systems ◽

Adaptive Dynamic ◽

Magnetic Attitude Control ◽

Linear Periodic Systems ◽

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Reinforcement Learning and Adaptive Optimal Control for Continuous-Time Nonlinear Systems: A Value Iteration Approach

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2020.3045087 ◽

2021 ◽

pp. 1-10

Author(s):

Tao Bian ◽

Zhong-Ping Jiang

Keyword(s):

Optimal Control ◽

Reinforcement Learning ◽

Nonlinear Systems ◽

Continuous Time ◽

Value Iteration ◽

Adaptive Optimal Control ◽

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Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics

10.1016/j.automatica.2012.06.096 ◽

2012 ◽

Vol 48 (10) ◽

pp. 2699-2704 ◽

Author(s):

Yu Jiang ◽

Zhong-Ping Jiang

Keyword(s):

Optimal Control ◽

Linear Systems ◽

Continuous Time ◽

Adaptive Optimal Control ◽

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Adaptive optimal control of unknown discrete-time linear systems with guaranteed prescribed degree of stability using reinforcement learning

International Journal of Dynamics and Control ◽

10.1007/s40435-021-00836-x ◽

2021 ◽

Author(s):

Seyed Ehsan Razavi ◽

Mohammad Amin Moradi ◽

Saeed Shamaghdari ◽

Mohammad Bagher Menhaj

Keyword(s):

Optimal Control ◽

Reinforcement Learning ◽

Linear Systems ◽

Discrete Time ◽

Adaptive Optimal Control ◽

Degree Of Stability ◽

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Continuous-Time Linear Periodic Systems: A Note on the Controllability Interval Length

IEEE Transactions on Automatic Control ◽

10.1109/tac.2021.3082511 ◽

2021 ◽

pp. 1-1

Author(s):

Vasilii Zaitsev

Keyword(s):

Continuous Time ◽

Interval Length ◽

Periodic Systems ◽

Linear Periodic Systems ◽

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Asymptotic stabilization of a class of continuous-time linear periodic systems

Systems & Control Letters ◽

10.1016/0167-6911(96)00028-x ◽

1996 ◽

Vol 28 (4) ◽

pp. 189-196 ◽

Author(s):

A. Tornambé ◽

P. Valigi

Keyword(s):

Continuous Time ◽

Periodic Systems ◽

Asymptotic Stabilization ◽

Linear Periodic Systems ◽

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THE H∞ CONTROL PROBLEM FOR CONTINUOUS-TIME LINEAR PERIODIC SYSTEMS

System Structure and Control 1992 ◽

10.1016/b978-0-08-042057-8.50076-8 ◽

1992 ◽

pp. 292-295 ◽

Author(s):

Patrizio Colaneri ◽

C.E. Souza

Keyword(s):

Control Problem ◽

Continuous Time ◽

Periodic Systems ◽

Linear Periodic Systems ◽

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Integral reinforcement learning and experience replay for adaptive optimal control of partially-unknown constrained-input continuous-time systems

10.1016/j.automatica.2013.09.043 ◽

2014 ◽

Vol 50 (1) ◽

pp. 193-202 ◽

Author(s):

Hamidreza Modares ◽

Frank L. Lewis ◽

Mohammad-Bagher Naghibi-Sistani

Keyword(s):

Optimal Control ◽

Reinforcement Learning ◽

Continuous Time ◽

Adaptive Optimal Control ◽

Continuous Time Systems ◽

Experience Replay ◽

Time Systems ◽

Constrained Input

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Adaptive Optimal Control With Guaranteed Convergence Rate for Continuous-Time Linear Systems With Completely Unknown Dynamics

IEEE Access ◽

10.1109/access.2019.2892427 ◽

2019 ◽

Vol 7 ◽

pp. 11526-11532 ◽

Author(s):

Kai Zhang ◽

Suo-Liang Ge

Keyword(s):

Optimal Control ◽

Convergence Rate ◽

Linear Systems ◽

Continuous Time ◽

Adaptive Optimal Control ◽

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Robust Optimal Control of Continuous Time Linear System using Reinforcement Learning

2018 Australian & New Zealand Control Conference (ANZCC) ◽

10.1109/anzcc.2018.8606607 ◽

2018 ◽

Author(s):

Abdul Sami ◽

Attaullah Y. Memon

Keyword(s):

Optimal Control ◽

Reinforcement Learning ◽

Linear System ◽

Continuous Time ◽

Robust Optimal Control ◽

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