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浏览/检索结果:
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Reinforcement Learning-Based Optimal Stabilization for Unknown Nonlinear Systems Subject to Inputs With Uncertain Constraints
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4330-4340
作者:
Zhao, Bo
;
Liu, Derong
;
Luo, Chaomin
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浏览/下载:186/0
  |  
提交时间:2021/01/07
Nonlinear systems
Optimal control
Artificial neural networks
Actuators
Observers
Feedforward systems
Adaptive dynamic programming (ADP)
neural networks (NNs)
optimal control
reinforcement learning (RL)
uncertain input constraints
unknown nonlinear systems
Event-Triggered Adaptive Critic Control Design for Discrete-Time Constrained Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 9, 页码: 3158-3168
作者:
Ha, Mingming
;
Wang, Ding
;
Liu, Derong
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浏览/下载:135/0
  |  
提交时间:2020/09/28
Nonlinear systems
Actuators
Discrete-time systems
Dynamic programming
Optimal control
Adaptive systems
Adaptive dynamic programming (ADP)
control constraints
event-triggered control
heuristic dynamic programming (HDP)
neural networks
nonlinear discrete-time system
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:185/0
  |  
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
Event-Triggered Decentralized Tracking Control of Modular Reconfigurable Robots Through Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 卷号: 67, 期号: 4, 页码: 3054-3064
作者:
Zhao, Bo
;
Liu, Derong
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浏览/下载:219/0
  |  
提交时间:2020/03/30
Decentralized control
Couplings
Optimal control
Robots
Dynamic programming
Artificial neural networks
Trajectory
Adaptive dynamic programming
decentralized tracking control
event-triggered mechanism
modular reconfigurable robots
optimal control
reinforcement learning
Neural robust stabilization via event-triggering mechanism and adaptive learning technique
期刊论文
NEURAL NETWORKS, 2018, 卷号: 102, 页码: 27-35
作者:
Wang, Ding
;
Liu, Derong
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浏览/下载:180/0
  |  
提交时间:2018/10/10
Adaptive Critic Designs
Adaptive Dynamic Programming
Event-triggered Control
Neural Networks
Robust Stabilization
Uncertainties
Data-Based Optimal Control for Weakly Coupled Nonlinear Systems Using Policy Iteration
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 卷号: 48, 期号: 4, 页码: 511-521
作者:
Li, Chao
;
Liu, Derong
;
Wang, Ding
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Adobe PDF(892Kb)
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浏览/下载:868/572
  |  
提交时间:2017/05/03
Adaptive Dynamic Programming (Adp)
Neural Networks (Nns)
Optimal Control
Policy Iteration (Pi)
Unknown Dynamics
Weakly Coupled Systems
Neural network robust tracking control with adaptive critic framework for uncertain nonlinear systems
期刊论文
NEURAL NETWORKS, 2018, 卷号: 97, 页码: 11-18
作者:
Wang, Ding
;
Liu, Derong
;
Zhang, Yun
;
Li, Hongyi
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  |  
浏览/下载:198/0
  |  
提交时间:2018/10/10
Adaptive Critic Designs
Dynamical Uncertainty
Learning Systems
Neural Networks
Optimal Control
Robust Tracking Control
Bounded robust control design for uncertain nonlinear systems using single-network adaptive dynamic programming
期刊论文
NEUROCOMPUTING, 2017, 卷号: 266, 页码: 128-140
作者:
Huang, Yuzhu
;
Wang, Ding
;
Liu, Derong
Adobe PDF(1876Kb)
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收藏
  |  
浏览/下载:323/84
  |  
提交时间:2018/03/03
Neural Networks
Optimal Control
Adaptive Dynamic Programming
Bounded Robust Control
Uncertain Nonlinear Systems
Multi-step heuristic dynamic programming for optimal control of nonlinear discrete-time systems
期刊论文
INFORMATION SCIENCES, 2017, 卷号: 411, 期号: 0, 页码: 66-83
作者:
Luo, Biao
;
Liu, Derong
;
Huang, Tingwen
;
Yang, Xiong
;
Ma, Hongwen
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  |  
Adobe PDF(1092Kb)
  |  
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  |  
浏览/下载:369/124
  |  
提交时间:2017/09/12
Optimal Control
Multi-step Heuristic Dynamic Programming
Adaptive Dynamic Programming
Nonlinear Systems
Discrete-time
Neural Networks
Neural-network-based adaptive guaranteed cost control of nonlinear dynamical systems with matched uncertainties
期刊论文
NEUROCOMPUTING, 2017, 卷号: 245, 页码: 46-54
作者:
Mu, Chaoxu
;
Wang, Ding
Adobe PDF(1843Kb)
  |  
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  |  
浏览/下载:357/120
  |  
提交时间:2017/09/12
Adaptive Dynamic Programming (Adp)
Guaranteed Cost Control
Neural Networks
Uncertain Dynamics
Stability