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Dynamic Event-Sampled Control of Interconnected Nonlinear Systems Using Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Yang, Xiong
;
Xu, Mengmeng
;
Wei, Qinglai
收藏
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浏览/下载:217/0
  |  
提交时间:2022/07/25
Asymptotic stability
Interconnected systems
Decentralized control
Closed loop systems
Artificial neural networks
Optimal control
Nonlinear dynamical systems
Adaptive dynamic programming (ADP)
decentralized control
event-based control
interconnected system
reinforcement learning (RL)
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:166/0
  |  
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)
Continuous-Time Distributed Policy Iteration for Multicontroller Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 5, 页码: 2372-2383
作者:
Wei, Qinglai
;
Li, Hongyang
;
Yang, Xiong
;
He, Haibo
Adobe PDF(1246Kb)
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浏览/下载:210/35
  |  
提交时间:2021/06/07
Optimal control
Nonlinear systems
Decentralized control
Mathematical model
Convergence
Multi-agent systems
Adaptive dynamic programming (ADP)
approximate dynamic programming
distributed policy iteration
nonlinear systems
optimal control
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:235/0
  |  
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
Decentralized robust optimal control for modular robot manipulators via critic-identifier structure-based adaptive dynamic programming
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 卷号: 32, 期号: 8, 页码: 3441-3458
作者:
Dong, Bo
;
Zhou, Fan
;
Liu, Keping
;
Li, Yuanchun
收藏
  |  
浏览/下载:145/0
  |  
提交时间:2020/06/02
Modular robot manipulator
Decentralized control
Adaptive dynamic programming
Optimal control
Neural network
Interconnected dynamic coupling
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
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  |  
浏览/下载:226/0
  |  
提交时间:2019/12/16
Modular robot manipulators
Adaptive dynamic programming
Decentralized control
Optimal control
Zero-sum game
Actor-Critic-Identifier Structure-Based Decentralized Neuro-Optimal Control of Modular Robot Manipulators With Environmental Collisions
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 96148-96165
作者:
Dong, Bo
;
An, Tianjiao
;
Zhou, Fan
;
Liu, Keping
;
Yu, Weibo
;
Li, Yuanchun
收藏
  |  
浏览/下载:250/0
  |  
提交时间:2019/12/16
Adaptive dynamic programming
collision identification
decentralized optimal control
modular robot manipulators
zero-sum game
Model-free Adaptive Dynamic Programming Based Near-optimal Decentralized Tracking Control of Reconfigurable Manipulators
期刊论文
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2018, 卷号: 16, 期号: 2, 页码: 478-490
作者:
Zhao, Bo
;
Li, Yuanchun
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Adobe PDF(974Kb)
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  |  
浏览/下载:310/103
  |  
提交时间:2018/10/10
Adaptive Dynamic Programming
Decentralized Tracking Control
Model-free
Near-optimal
Neural Networks
Reconfigurable Manipulators
Torque sensorless decentralized neuro-optimal control for modular and reconfigurable robots with uncertain environments
期刊论文
NEUROCOMPUTING, 2018, 卷号: 282, 页码: 60-73
作者:
Dong, Bo
;
Zhou, Fan
;
Liu, Keping
;
Li, Yuanchun
收藏
  |  
浏览/下载:231/0
  |  
提交时间:2019/12/16
Modular and reconfigurable robot
Decentralized control
Adaptive dynamic programming (ADP)
Optimal control
Neural networks
Decentralized guaranteed cost control of interconnected systems with uncertainties: A learning-based optimal control strategy
期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 页码: 297-306
作者:
Wang, Ding
;
Liu, Derong
;
Mu, Chaoxu
;
Ma, Hongwen
Adobe PDF(1113Kb)
  |  
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  |  
浏览/下载:377/119
  |  
提交时间:2017/02/14
Adaptive Dynamic Programming
Decentralized Control
Guaranteed Cost Control
Interconnected Systems
Learning Control
Neural Networks
Optimal Control
Uncertain Plant