Optimal control of unknown nonlinear system under event‐triggered mechanism and identifier‐critic‐actor architecture

DOI10.1002/rnc.6983OpenAlexW4386449193MaRDI QIDQ6117451

Xiang-Peng Xie, Kun Zhang, Ning Liu

Publication date: 20 March 2024

Published in: International Journal of Robust and Nonlinear Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/rnc.6983

zbMATH Keywords

optimal controladaptive dynamic programmingmodel-freeevent-triggered

Mathematics Subject Classification ID

Dynamic programming in optimal control and differential games (49L20) Nonlinear systems in control theory (93C10) Adaptive control/observation systems (93C40) Discrete event control/observation systems (93C65)

Cites Work

• Unnamed Item
• Unnamed Item
• Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems
• Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics
• An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games
• Max-plus summation of Fenchel-transformed semigroups for solution of nonlinear Bellman equations
• Online actor-critic algorithm to solve the continuous-time infinite horizon optimal control problem
• A boundedness result for the direct heuristic dynamic programming
• A novel actor-critic-identifier architecture for approximate optimal control of uncertain nonlinear systems
• Homotopic policy iteration-based learning design for unknown linear continuous-time systems
• Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design
• Approximate dynamic programming-based approaches for input--output data-driven control of nonlinear processes
• Nearly optimal control laws for nonlinear systems with saturating actuators using a neural network HJB approach
• Machine learning: Trends, perspectives, and prospects
• Adaptive Control Tutorial
• Identification of a Multistep-Ahead Observer and Its Application to Predictive Control
• Adaptive Control Design and Analysis
• A Max-Plus-Based Algorithm for a Hamilton--Jacobi--Bellman Equation of Nonlinear Filtering
• A novel actor-critic-identifier architecture for nonlinear multiagent systems with gradient descent method

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