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浏览/检索结果:
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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
Adobe PDF(1945Kb)
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浏览/下载:198/163
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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)
Discounted Iterative Adaptive Critic Designs With Novel Stability Analysis for Tracking Control
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1262-1272
作者:
Mingming Ha
;
Ding Wang
;
Derong Liu
Adobe PDF(1832Kb)
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浏览/下载:179/62
  |  
提交时间:2022/06/27
Adaptive critic design
adaptive dynamic programming (ADP)
approximate dynamic programming
discrete-time nonlinear systems
reinforcement learning
stability analysis
tracking control
value iteration (VI)
Adaptive Decentralized Asymptotic Tracking Control for Large-Scale Nonlinear Systems With Unknown Strong Interconnections
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 173-186
作者:
Ben Niu
;
Jidong Liu
;
Ding Wang
;
Xudong Zhao
;
Huanqing Wang
Adobe PDF(3586Kb)
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浏览/下载:194/35
  |  
提交时间:2021/11/03
Adaptive decentralized control
asymptotic tracking control
large-scale nonlinear systems
unknown strong interconnections
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:150/0
  |  
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
Neuro-Optimal Trajectory Tracking With Value Iteration of Discrete-Time Nonlinear Dynamics
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Wang, Ding
;
Ha, Mingming
;
Cheng, Long
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浏览/下载:192/0
  |  
提交时间:2022/01/27
Trajectory
Heuristic algorithms
Convergence
Trajectory tracking
Stability criteria
Optimal control
Dynamic programming
Adaptive critic design
discrete-time nonlinear plants
neuro-optimal trajectory tracking
uniformly ultimately bounded stability
value iteration
Model-Free H-infinity Optimal Tracking Control of Constrained Nonlinear Systems via an Iterative Adaptive Learning Algorithm
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 4097-4108
作者:
Hou, Jiaxu
;
Wang, Ding
;
Liu, Derong
;
Zhang, Yun
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浏览/下载:160/0
  |  
提交时间:2021/01/07
Adaptive dynamic programming (ADP)
control constraints
convergence analysis
H-infinity tracking
neural network (NN)
optimal control
Neuro-optimal control for discrete stochastic processes via a novel policy iteration algorithm
期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 卷号: 50, 期号: 11, 页码: 3972-3985
作者:
Liang, Mingming
;
Wang, Ding
;
Liu, Derong
Adobe PDF(1604Kb)
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浏览/下载:147/59
  |  
提交时间:2020/10/23
Adaptive critic designs
adaptive dynamic programming (ADP)
local policy iteration
neuro-dynamic programming
optimal control
stochastic processes
Decentralized control for large-scale nonlinear systems with unknown mismatched interconnections via policy iteration
期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2018, 卷号: 48, 期号: 10, 页码: 1725-1735
作者:
Zhao B(赵博)
;
Ding Wang
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Adobe PDF(768Kb)
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浏览/下载:329/90
  |  
提交时间:2018/10/14
Adaptive Dynamic Programming
Decentralized Control
Large-scale Systems
Neural Networks
Connectivity preserved nonlinear time-delayed multiagent systems using neural networks and event-based mechanism
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 29, 期号: 9, 页码: 361-369
作者:
Ma, Hongwen
;
Wang, Ding
;
Ding Wang
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Adobe PDF(1038Kb)
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浏览/下载:392/104
  |  
提交时间:2017/05/03
Connectivity Preservation
Event-based Control
Multiagent Systems
Neural Networks
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
Adobe PDF(892Kb)
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浏览/下载:846/569
  |  
提交时间:2017/05/03
Adaptive Dynamic Programming (Adp)
Neural Networks (Nns)
Optimal Control
Policy Iteration (Pi)
Unknown Dynamics
Weakly Coupled Systems