Online identifier–actor–critic algorithm for optimal control of nonlinear systems
DOI10.1002/oca.2259zbMath1370.49021OpenAlexW2343875079MaRDI QIDQ5280130
Derong Liu, Qinglai Wei, Hanquan Lin
Publication date: 20 July 2017
Published in: Optimal Control Applications and Methods (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1002/oca.2259
optimal controlneural networknonlinear systemonline learningLyapunov methoddiscrete-timeadaptive dynamic programming
Dynamic programming in optimal control and differential games (49L20) Neural networks for/in biological studies, artificial life and related topics (92B20) Nonlinear systems in control theory (93C10) Discrete-time control/observation systems (93C55) Dynamic programming (90C39)
Related Items (5)
Cites Work
- Unnamed Item
- Optimal control of unknown affine nonlinear discrete-time systems using offline-trained neural networks with proof of convergence
- Reinforcement \(Q\)-learning for optimal tracking control of linear discrete-time systems with unknown dynamics
- Neural-network-based robust optimal control design for a class of uncertain nonlinear systems via adaptive dynamic programming
- Integral \(Q\)-learning and explorized policy iteration for adaptive optimal control of continuous-time linear systems
- Model-free \(Q\)-learning designs for linear discrete-time zero-sum games with application to \(H^\infty\) control
- Adaptive optimal control for continuous-time linear systems based on policy iteration
- Nonlinear system identification using discrete-time recurrent neural networks with stable learning algorithms.
- A novel actor-critic-identifier architecture for approximate optimal control of uncertain nonlinear systems
- Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming
- 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
- On integral generalized policy iteration for continuous-time linear quadratic regulations
This page was built for publication: Online identifier–actor–critic algorithm for optimal control of nonlinear systems