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Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
作者:
Ding Wang
;
Ning Gao
;
Derong Liu
;
Jinna Li
;
Frank L. Lewis
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/01/02
Adaptive dynamic programming (ADP)
advanced control
complex environment
data-driven control
event-triggered design
intelligent control
neural networks
nonlinear systems
optimal control
reinforcement learning (RL)
An Approximate Neuro-Optimal Solution of Discounted Guaranteed Cost Control Design
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 1, 页码: 77-86
作者:
Wang, Ding
;
Qiao, Junfei
;
Cheng, Long
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/03/17
Control design
Cost function
Optimal control
Nonlinear systems
Adaptive systems
Switches
Adaptive learning system
discount factor
guaranteed cost function
neuro-optimal control
uncertainty
Self-Learning Robust Control Synthesis and Trajectory Tracking of Uncertain Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 1, 页码: 278-286
作者:
Wang, Ding
;
Cheng, Long
;
Yan, Jun
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  |  
浏览/下载:40/0
  |  
提交时间:2022/03/17
Robust control
Optimal control
Cost function
Trajectory tracking
Nonlinear systems
Feedback control
Dynamical systems
Adaptive critic learning
control synthesis
neural networks
optimization
robust stabilization
tracking design
Adaptive Critics for Decentralized Stabilization of Constrained-Input Nonlinear Interconnected Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 13
作者:
Yang, Xiong
;
Zhou, Yingjiang
;
Dong, Na
;
Wei, Qinglai
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  |  
浏览/下载:31/0
  |  
提交时间:2022/01/27
Optimal control
Interconnected systems
Nonlinear systems
Decentralized control
Asymptotic stability
Stability analysis
Artificial neural networks
Adaptive critics
adaptive dynamic programming (ADP)
asymmetric input constraints
decentralized control
reinforcement learning (RL)
Robust Adaptive Control of an Offshore Ocean Thermal Energy Conversion System
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 12, 页码: 5285-5295
作者:
He, Xiuyu
;
He, Wei
;
Liu, Yingru
;
Wang, Yiheng
;
Li, Guang
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  |  
浏览/下载:44/0
  |  
提交时间:2021/03/02
Oceans
Electronic ballasts
Vibrations
Vibration control
Thermal energy
Adaptive control
Dynamics
Distributed parameter system
offshore ocean thermal energy conversion (OTEC) system
robust adaptive control
vibration control
Asymptotically stable critic designs for approximate optimal stabilization of nonlinear systems subject to mismatched external disturbances
期刊论文
NEUROCOMPUTING, 2020, 卷号: 396, 页码: 201-208
作者:
Zhao, Bo
;
Shi, Guang
;
Wang, Ding
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  |  
浏览/下载:29/0
  |  
提交时间:2020/07/06
Adaptive dynamic programming
Adaptive critic designs
Mismatched external disturbances
Disturbance observer
Optimal control
Neural networks
Nested tuning law
Uncertainty and Disturbance Estimator-Based Control of a Flapping-Wing Aerial Vehicle With Unknown Backlash-Like Hysteresis
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 卷号: 67, 期号: 6, 页码: 4826-4835
作者:
Yin, Zhao
;
He, Wei
;
Kaynak, Okyay
;
Yang, Chenguang
;
Cheng, Long
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  |  
浏览/下载:22/0
  |  
提交时间:2020/06/02
Routing
Routing protocols
Databases
Servers
Resilience
Advertising
Backlash
flapping-wing aerial vehicle (FWAV)
hysteresis
uncertainty and disturbance estimator (UDE)
Adaptive Tracking Control of Surface Vessel Using Optimized Backstepping Technique
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 9, 页码: 3420-3431
作者:
Wen, Guoxing
;
Ge, Shuzhi Sam
;
Chen, C. L. Philip
;
Tu, Fangwen
;
Wang, Shengnan
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  |  
浏览/下载:53/0
  |  
提交时间:2019/12/16
Actor-critic architecture
Lyapunov stability
optimized backstepping (OB)
reinforcement learning (RL)
surface vessel
Decentralized robust zero-sum neuro-optimal control for modular robot manipulators in contact with uncertain environments: theory and experimental verification
期刊论文
NONLINEAR DYNAMICS, 2019, 卷号: 97, 期号: 1, 页码: 503-524
作者:
Dong, Bo
;
An, Tianjiao
;
Zhou, Fan
;
Liu, Keping
;
Li, Yuanchun
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2019/12/16
Modular robot manipulators
Adaptive dynamic programming
Decentralized control
Optimal control
Zero-sum game
A Novel Neural-Network-Based Adaptive Control Scheme for Output-Constrained Stochastic Switched Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2019, 卷号: 49, 期号: 2, 页码: 418-432
作者:
Niu, Ben
;
Wang, Ding
;
Li, Huan
;
Xie, Xuejun
;
Alotaibi, Naif D.
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  |  
浏览/下载:59/0
  |  
提交时间:2019/07/12
Adaptive control
neural network (NN)
nonlinear mapping
output constraints
stochastic switched systems
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