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Sliding-Mode Surface-Based Approximate Optimal Control for Uncertain Nonlinear Systems With Asymptotically Stable Critic Structure
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 6, 页码: 2858-2869
作者:
Zhao, Bo
;
Liu, Derong
;
Alippi, Cesare
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浏览/下载:222/0
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提交时间:2021/08/15
Optimal control
Perturbation methods
Nonlinear systems
Uncertainty
Cost function
Stability analysis
Adaptive systems
Adaptive critic designs
adaptive dynamic programming (ADP)
optimal control
sliding mode surface (SMS)
unknown mismatched perturbations
Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 954-964
作者:
Haowei Lin
;
Bo Zhao
;
Derong Liu
;
Cesare Alippi
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Adobe PDF(2135Kb)
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浏览/下载:156/53
  |  
提交时间:2021/03/11
Adaptive dynamic programming (ADP)
critic neural network
data-based
fault tolerant control (FTC)
particle swarm optimization (PSO)
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:210/0
  |  
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 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:249/0
  |  
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
An echo state network based approach to room classification of office buildings
期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 319-328
作者:
Shi, Guang
;
Zhao, Bo
;
Li, Chao
;
Wei, Qinglai
;
Liu, Derong
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浏览/下载:307/0
  |  
提交时间:2019/07/12
Power consumption
Room classification
Echo state networks
Neural networks
Observer-critic structure-based adaptive dynamic programming for decentralised tracking control of unknown large-scale nonlinear systems
期刊论文
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 卷号: 48, 期号: 9, 页码: 1978-1989
作者:
Zhao, Bo
;
Liu, Derong
;
Yang, Xiong
;
Li, Yuanchun
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Adobe PDF(1233Kb)
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浏览/下载:318/115
  |  
提交时间:2017/07/18
Adaptive Dynamic Programming
Decentralised Tracking Control
Unknown Large-scale Nonlinear Systems
Observer-critic Structure
Neural Networks
Adaptive near-optimal controllers for non-linear decentralised feedback stabilisation problems
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 6, 页码: 799-806
作者:
Wang, Ding
;
He, Haibo
;
Zhao, Bo
;
Liu, Derong
Adobe PDF(3178Kb)
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  |  
浏览/下载:341/98
  |  
提交时间:2017/07/18
Adaptive Control
Optimal Control
Continuous Time Systems
Nonlinear Control Systems
Decentralised Control
Feedback
Stability
Control System Synthesis
Adaptive-critic-based Near-optimal Controller
Continuous-time Nonlinear Decentralised Feedback Stabilisation Problem
Decentralised Feedback Control Problem
Updating Rule
Approximation Property
Learning Mechanism
Self-tuned local feedback gain based decentralized fault tolerant control for a class of large-scale nonlinear systems
期刊论文
NEUROCOMPUTING, 2017, 期号: 235, 页码: 147-156
作者:
Zhao, Bo
;
Li, Yuanchun
;
Liu, Derong
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  |  
Adobe PDF(1373Kb)
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  |  
浏览/下载:408/107
  |  
提交时间:2017/05/05
Large-scale Nonlinear Systems
Partial Loss Of Actuator Effectiveness
Decentralized Fault Tolerant Control
Self-tuned Local Feedback Gain
Neural Network
Observer based adaptive dynamic programming for fault tolerant control of a class of nonlinear systems
期刊论文
INFORMATION SCIENCES, 2017, 期号: 384, 页码: 21-33
作者:
Zhao, Bo
;
Liu, Derong
;
Li, Yuanchun
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Adobe PDF(1581Kb)
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  |  
浏览/下载:371/136
  |  
提交时间:2017/05/05
Adaptive Dynamic Programming
Fault Tolerant Control
Policy Iteration
Nonlinear Systems
Fault Observer
Neural Network
Decentralized Sliding Mode Observer Based Dual Closed-Loop Fault Tolerant Control for Reconfigurable Manipulator against Actuator Failure
期刊论文
PLOS ONE, 2015, 卷号: 10, 期号: 7, 页码: e0129315
作者:
Zhao, Bo
;
Li, Chenghao
;
Liu, Derong
;
Li, Yuanchun
Adobe PDF(652Kb)
  |  
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  |  
浏览/下载:296/71
  |  
提交时间:2015/09/23
Fault Tolerant Control
Decentralized Control
Sliding Mode Observer
Reconfigurable Manipulator