Integral reinforcement learning-based guaranteed cost control for unknown nonlinear systems subject to input constraints and uncertainties

Applied Mathematics and Computation ◽

10.1016/j.amc.2021.126336 ◽

2021 ◽

Vol 408 ◽

pp. 126336

Author(s):

Yuling Liang ◽

Huaguang Zhang ◽

Juan Zhang ◽

Yanhong Luo

Keyword(s):

Reinforcement Learning ◽

Nonlinear Systems ◽

Cost Control ◽

Guaranteed Cost Control ◽

Input Constraints ◽

Guaranteed Cost

Download Full-text

Event-Driven Guaranteed Cost Control Design for Nonlinear Systems With Actuator Faults via Reinforcement Learning Algorithm

IEEE Transactions on Systems Man and Cybernetics Systems ◽

10.1109/tsmc.2019.2946857 ◽

2020 ◽

Vol 50 (11) ◽

pp. 4135-4150 ◽

Author(s):

Huaguang Zhang ◽

Yuling Liang ◽

Hanguang Su ◽

Chong Liu

Keyword(s):

Reinforcement Learning ◽

Nonlinear Systems ◽

Cost Control ◽

Learning Algorithm ◽

Control Design ◽

Guaranteed Cost Control ◽

Actuator Faults ◽

Guaranteed Cost ◽

Event Driven ◽

Reinforcement Learning Algorithm

Download Full-text

Data-Driven Guaranteed Cost Control Design via Reinforcement Learning for Linear Systems With Parameter Uncertainties

IEEE Transactions on Systems Man and Cybernetics Systems ◽

10.1109/tsmc.2019.2931332 ◽

2020 ◽

Vol 50 (11) ◽

pp. 4151-4159

Author(s):

Huai-Ning Wu ◽

Zhou-yang Liu

Keyword(s):

Reinforcement Learning ◽

Linear Systems ◽

Cost Control ◽

Control Design ◽

Guaranteed Cost Control ◽

Data Driven ◽

Parameter Uncertainties ◽

Guaranteed Cost

Download Full-text

Robust and Optimal Guaranteed Cost Control of Continuous-Time Nonlinear Systems

Adaptive Dynamic Programming with Applications in Optimal Control - Advances in Industrial Control ◽

10.1007/978-3-319-50815-3_9 ◽

2017 ◽

pp. 345-386

Author(s):

Derong Liu ◽

Qinglai Wei ◽

Ding Wang ◽

Xiong Yang ◽

Hongliang Li

Keyword(s):

Nonlinear Systems ◽

Continuous Time ◽

Cost Control ◽

Guaranteed Cost Control ◽

Guaranteed Cost

Download Full-text

Decentralized reliable guaranteed cost control for large-scale nonlinear systems using actor-critic network

Neurocomputing ◽

10.1016/j.neucom.2018.09.029 ◽

2018 ◽

Vol 320 ◽

pp. 121-128 ◽

Author(s):

Dan Ye ◽

Tingting Song

Keyword(s):

Nonlinear Systems ◽

Large Scale ◽

Cost Control ◽

Guaranteed Cost Control ◽

Guaranteed Cost

Download Full-text

Neural-Network-Based Online HJB Solution for Optimal Robust Guaranteed Cost Control of Continuous-Time Uncertain Nonlinear Systems

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2014.2357896 ◽

2014 ◽

Vol 44 (12) ◽

pp. 2834-2847 ◽

Author(s):

Derong Liu ◽

Ding Wang ◽

Fei-Yue Wang ◽

Hongliang Li ◽

Xiong Yang

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Continuous Time ◽

Cost Control ◽

Guaranteed Cost Control ◽

Uncertain Nonlinear Systems ◽

Guaranteed Cost

Download Full-text

Multiple delay-dependent guaranteed cost control for uncertain switched random nonlinear systems against intermittent sensor and actuator faults

Nonlinear Analysis Hybrid Systems ◽

10.1016/j.nahs.2021.101079 ◽

2021 ◽

Vol 42 ◽

pp. 101079

Author(s):

Shaoxin Sun ◽

Huaguang Zhang ◽

Yingchun Wang ◽

Juan Zhang

Keyword(s):

Nonlinear Systems ◽

Cost Control ◽

Guaranteed Cost Control ◽

Actuator Faults ◽

Multiple Delay ◽

Guaranteed Cost ◽

Delay Dependent

Download Full-text

Fuzzy guaranteed cost control for a class of nonlinear systems via observer-based output feedback

Proceedings of the 10th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2012.6358308 ◽

2012 ◽

Author(s):

Guannan He ◽

Jing Ji

Keyword(s):

Nonlinear Systems ◽

Output Feedback ◽

Cost Control ◽

Guaranteed Cost Control ◽

Guaranteed Cost

Download Full-text

Delay-Dependent Robust Reliable Guaranteed Cost Control for Nonlinear Systems with Time-Varying State Delays

2008 IEEE Conference on Robotics, Automation and Mechatronics ◽

10.1109/ramech.2008.4681405 ◽

2008 ◽

Author(s):

Nan Xie ◽

Ping Chen ◽

Lei Zhao ◽

Bin Xia

Keyword(s):

Nonlinear Systems ◽

Cost Control ◽

Guaranteed Cost Control ◽

Time Varying ◽

State Delays ◽

Guaranteed Cost ◽

Delay Dependent

Download Full-text

Guaranteed cost control for uncertain nonlinear systems with time-delay

Proceedings of 2011 International Conference on Modelling, Identification and Control ◽

10.1109/icmic.2011.5973746 ◽

2011 ◽

Author(s):

You-Gang Zhao ◽

Li-Na Tang ◽

Hai-Lin Liu

Keyword(s):

Nonlinear Systems ◽

Cost Control ◽

Guaranteed Cost Control ◽

Uncertain Nonlinear Systems ◽

Guaranteed Cost

Download Full-text

Lyapunov Matrix-Based Method to Guaranteed Cost Control for A Class of Delayed Continuous-Time Nonlinear Systems

IEEE Transactions on Systems Man and Cybernetics Systems ◽

10.1109/tsmc.2020.3003545 ◽

2020 ◽

pp. 1-7

Author(s):

Xin Yang ◽

Yantao Wang ◽

Xian Zhang

Keyword(s):

Nonlinear Systems ◽

Continuous Time ◽

Cost Control ◽

Guaranteed Cost Control ◽

Guaranteed Cost ◽

Lyapunov Matrix

Download Full-text