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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:242/180
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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)
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:225/37
  |  
提交时间:2021/11/03
Adaptive decentralized control
asymptotic tracking control
large-scale nonlinear systems
unknown strong interconnections
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:197/66
  |  
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)
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:236/0
  |  
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
Adaptive Neural Output-Feedback Controller Design of Switched Nonlower Triangular Nonlinear Systems With Time Delays
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4084-4093
作者:
Niu, Ben
;
Wang, Ding
;
Liu, Ming
;
Song, Xinmin
;
Wang, Huanqing
;
Duan, Peiyong
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浏览/下载:216/0
  |  
提交时间:2021/01/07
Switches
Adaptive systems
Nonlinear systems
Delay effects
Backstepping
Stability analysis
Adaptive control
average dwell time (ADT)
neural networks (NNs)
nonlower triangular form
switched nonlinear systems
time delays
Improved value iteration for neural-network-based stochastic optimal control design
期刊论文
NEURAL NETWORKS, 2020, 卷号: 124, 页码: 280-295
作者:
Liang, Mingming
;
Wang, Ding
;
Liu, Derong
Adobe PDF(5875Kb)
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浏览/下载:230/51
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提交时间:2020/06/02
Adaptive critic designs
Adaptive dynamic programming
Neural networks
Optimal control
Stochastic processes
Value iteration
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
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Adobe PDF(1604Kb)
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浏览/下载:183/63
  |  
提交时间:2020/10/23
Adaptive critic designs
adaptive dynamic programming (ADP)
local policy iteration
neuro-dynamic programming
optimal control
stochastic processes
Adaptive Neural State-Feedback Tracking Control of Stochastic Nonlinear Switched Systems: An Average Dwell-Time Method
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1076-1087
作者:
Niu, Ben
;
Wang, Ding
;
Alotaibi, Naif D.
;
Alsaadi, Fuad E.
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  |  
浏览/下载:226/0
  |  
提交时间:2019/12/16
Adaptive tracking control
average dwell time (ADT)
neural networks (NNs)
nonstrict-feedback structure
stochastic nonlinear systems
switched nonlinear systems
A Novel Neural-Network-Based Adaptive Control Scheme for Output-Constrained Stochastic Switched Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2019, 卷号: 49, 期号: 2, 页码: 418-432
作者:
Niu, Ben
;
Wang, Ding
;
Li, Huan
;
Xie, Xuejun
;
Alotaibi, Naif D.
;
Alsaadi, Fuad E.
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  |  
浏览/下载:243/0
  |  
提交时间:2019/07/12
Adaptive control
neural network (NN)
nonlinear mapping
output constraints
stochastic switched systems
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:347/94
  |  
提交时间:2018/10/14
Adaptive Dynamic Programming
Decentralized Control
Large-scale Systems
Neural Networks