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自动化研究所 [56]
北京航空航天大学 [5]
沈阳自动化研究所 [5]
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期刊论文 [85]
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Online Off-Policy Reinforcement Learning for Optimal Control of Unknown Nonlinear Systems Using Neural Networks
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 11
作者:
Zhu, Liao
;
Wei, Qinglai
;
Guo, Ping
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/07/03
Adaptive dynamic programming
nonlinear systems
online learning
optimal control
reinforcement learning (RL)
Deterministic Learning-Based Neural PID Control for Nonlinear Robotic Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1227-1238
作者:
Qinchen Yang
;
Fukai Zhang
;
Cong Wang
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  |  
浏览/下载:1/0
  |  
提交时间:2024/04/10
Adaptive neural control (ANC)
deterministic learning (DL)
neural network (NN)
robot manipulators
Online Adaptive Dynamic Programming for Optimal Self-Learning Control of VTOL Aircraft Systems With Disturbances
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, 卷号: 21, 期号: 1, 页码: 343-352
作者:
Wei, Qinglai
;
Yang, Zesheng
;
Su, Huaizhong
;
Wang, Lijian
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  |  
浏览/下载:0/0
  |  
提交时间:2024/07/03
Adaptive dynamic programming (ADP)
VTOL aircraft system
policy iteration
neural network (NN)
optimal control
iterative errors
Neural-Network-Based Adaptive Finite-Time Control for a Two-Degree-of-Freedom Helicopter System With an Event-Triggering Mechanism
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1754-1765
作者:
Zhijia Zhao
;
Jian Zhang
;
Shouyan Chen
;
Wei He
;
Keum-Shik Hong
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  |  
浏览/下载:11/0
  |  
提交时间:2023/07/20
Adaptive neural-network control
event-triggering mechanism (ETM)
finite time
two-degree-of-freedom helicopter
Monte Carlo-based reinforcement learning control for unmanned aerial vehicle systems
期刊论文
NEUROCOMPUTING, 2022, 卷号: 507, 页码: 282-291
作者:
Wei, Qinglai
;
Yang, Zesheng
;
Su, Huaizhong
;
Wang, Lijian
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  |  
浏览/下载:45/0
  |  
提交时间:2022/09/19
Reinforcement learning
Adaptive dynamic programming (ADP)
UAV control
Monte Carlo simulation
Neural networks
A novel event-triggered adaptive tracking control framework for a manipulator with aperiodic neural network estimation
期刊论文
Assembly Automation, 2022, 页码: 1-16
作者:
Gao jie
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  |  
浏览/下载:23/0
  |  
提交时间:2022/06/14
Event-Triggered Near-Optimal Control for Unknown Discrete-Time Nonlinear Systems Using Parallel Control
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Zhou, Tianmin
;
Wang, Ziyang
;
Wang, Fei-Yue
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  |  
浏览/下载:16/0
  |  
提交时间:2022/07/25
Nonlinear systems
Optimal control
Control systems
Performance analysis
Stability criteria
Iterative algorithms
Heuristic algorithms
Adaptive dynamic programming (ADP)
event-triggered control
near-optimal control
parallel control
reinforcement learning (RL)
unknown nonlinear systems
Finite-Time Stability Control of Uncertain Nonlinear Systems With Self-Limiting Control Terms
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 6
作者:
Zhu, Jiaming
;
Yang, Yuequan
;
Zhang, Tianping
;
Cao, Zhiqiang
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  |  
浏览/下载:17/0
  |  
提交时间:2022/06/06
Artificial neural networks
Nonlinear systems
Control systems
Adaptive systems
Backstepping
Biological neural networks
Trajectory
Backstepping
dynamic surface control (DSC)
finite-time tracking
neural network (NN)
self-limiting term
Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 879-892
作者:
Wei, Qinglai
;
Zhu, Liao
;
Song, Ruizhuo
;
Zhang, Pinjia
;
Liu, Derong
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  |  
浏览/下载:41/0
  |  
提交时间:2022/03/17
Heuristic algorithms
Nonlinear systems
Optimal control
Mathematical model
Dynamic programming
Games
Adaptive systems
Adaptive dynamic programming (ADP)
globalized dual-heuristic dynamic programming (GDHP)
multiplayer nonzero-sum game (MP-NZSG)
neural network (NN)
Distributed Cooperative Learning for Discrete-Time Strict-Feedback Multi Agent Systems Over Directed Graphs
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1831-1844
作者:
Min Wang
;
Haotian Shi
;
Cong Wang
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  |  
浏览/下载:15/0
  |  
提交时间:2022/09/08
Cooperative learning control
directed graphs
discrete-time nonlinear system
neural networks (NNs)
strict-feedback systems
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