Reinforcement learning for adaptive optimal control of continuous-time linear periodic systems
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Publication:2188278
DOI10.1016/j.automatica.2020.109035zbMath1447.93177OpenAlexW3027032642MaRDI QIDQ2188278
Bo Pang, Zhong-Ping Jiang, Mareels, Iven M. Y.
Publication date: 10 June 2020
Published in: Automatica (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.automatica.2020.109035
Adaptive control/observation systems (93C40) Linear systems in control theory (93C05) Existence theories for optimal control problems involving ordinary differential equations (49J15)
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Cites Work
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- Efficient model-based reinforcement learning for approximate online optimal control
- Adaptive dynamic programming and optimal control of nonlinear nonaffine systems
- A unified Floquet theory for discrete, continuous, and hybrid periodic linear systems
- An exact penalty function method for continuous inequality constrained optimal control problem
- Visual MISER: an efficient user-friendly visual program for solving optimal control problems
- The Riccati equation
- Gradient-based approach to solve optimal periodic output feedback control problems
- Reinforcement learning for optimal feedback control. A Lyapunov-based approach
- Dual-loop iterative optimal control for the finite horizon LQR problem with unknown dynamics
- Adaptive systems: an introduction
- \(\mathcal H_2\) norm of linear time-periodic systems: a perturbation analysis
- On solving periodic Riccati equations
- On the Phase Portrait of the Matrix Riccati Equation Arising from the Periodic Control Problem
- An Approximation Theory of Optimal Control for Trainable Manipulators
- Adaptive Robust Output Regulation of Uncertain Linear Periodic Systems
- Robust Adaptive Dynamic Programming
- Adaptive identification and control of linear periodic systems using second‐level adaptation
- Stability analysis of continuous-time periodic systems via the harmonic analysis
- A New Periodic Adaptive Control Approach for Time-Varying Parameters With Known Periodicity
- A first course in harmonic analysis