Simultaneous identification and optimal tracking control of unknown continuous-time systems with actuator constraints
DOI10.1080/00207179.2021.1890824zbMath1497.93047OpenAlexW3130054631MaRDI QIDQ5095538
Amardeep Mishra, Satadal Ghosh
Publication date: 9 August 2022
Published in: International Journal of Control (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/00207179.2021.1890824
optimal trackingintegral reinforcement learningexperience replayactuator constraintsvariable gain gradient descent
Learning and adaptive systems in artificial intelligence (68T05) System identification (93B30) Existence theories for optimal control problems involving ordinary differential equations (49J15)
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Cites Work
- Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems
- Optimal tracking control of nonlinear partially-unknown constrained-input systems using integral reinforcement learning
- Integral reinforcement learning and experience replay for adaptive optimal control of partially-unknown constrained-input continuous-time systems
- Reinforcement \(Q\)-learning for optimal tracking control of linear discrete-time systems with unknown dynamics
- Online actor-critic algorithm to solve the continuous-time infinite horizon optimal control problem
- Neural network compensation control for mechanical systems with disturbances
- A novel actor-critic-identifier architecture for approximate optimal control of uncertain nonlinear systems
- Nearly optimal control laws for nonlinear systems with saturating actuators using a neural network HJB approach
- Online adaptive optimal control for continuous-time nonlinear systems with completely unknown dynamics
- Online adaptive algorithm for optimal control with integral reinforcement learning
- Reinforcement learning for adaptive optimal control of unknown continuous-time nonlinear systems with input constraints
- Online H∞ control for completely unknown nonlinear systems via an identifier–critic-based ADP structure
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