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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
收藏
  |  
浏览/下载:235/0
  |  
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
Generalized Actor-Critic Learning Optimal Control in Smart Home Energy Management
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 10, 页码: 6614-6623
作者:
Wei, Qinglai
;
Liao, Zehua
;
Shi, Guang
Adobe PDF(1229Kb)
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浏览/下载:245/33
  |  
提交时间:2021/11/02
Optimal control
Process control
Smart homes
Dynamic programming
Numerical models
Iterative methods
Informatics
Actor-critic learning
adaptive critic designs
adaptive dynamic programming (ADP)
approximate dynamic programming
energy management
optimal control
smart grid
Deep Deterministic Policy Gradient for High-Speed Train Trajectory Optimization
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 13
作者:
Ning, Lingbin
;
Zhou, Min
;
Hou, Zhuopu
;
Goverde, Rob M. P.
;
Wang, Fei-Yue
;
Dong, Hairong
收藏
  |  
浏览/下载:154/0
  |  
提交时间:2022/01/27
Rail transportation
Training
Heuristic algorithms
Resistance
Optimal control
Trajectory optimization
Switches
High-speed railway
train trajectory optimization
deep deterministic policy gradient
energy efficiency
Learning Control for Air Conditioning Systems via Human Expressions
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 8, 页码: 7662-7671
作者:
Wei, Qinglai
;
Li, Tao
;
Liu, Derong
收藏
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浏览/下载:199/0
  |  
提交时间:2021/06/15
Adaptive dynamic programming
air conditioning control
deep learning (DL)
deep Q-network (DQN)
human expressions
optimal control
reinforcement learning (RL)
Q-learning
Optimal Feedback Control of Pedestrian Flow in Heterogeneous Corridors
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021, 卷号: 18, 期号: 3, 页码: 1097-1108
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
He, Haibo
收藏
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浏览/下载:168/0
  |  
提交时间:2021/08/15
Microscopy
Feedback control
Mathematical model
Data models
Dynamic programming
Psychology
Computational modeling
Adaptive dynamic programming (ADP)
heterogeneous corridors
macroscopic pedestrian dynamics
optimal feedback control
pedestrian flow
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:168/0
  |  
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)
Spiking Adaptive Dynamic Programming Based on Poisson Process for Discrete-Time Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
作者:
Wei, Qinglai
;
Han, Liyuan
;
Zhang, Tielin
收藏
  |  
浏览/下载:167/0
  |  
提交时间:2022/01/27
Process control
Control systems
Optimal control
Maximum likelihood estimation
Performance analysis
Dynamic programming
Nonlinear systems
Maximum likelihood estimation (MLE)
nonlinear systems
optimal control
Poisson process
spike train
spiking adaptive dynamic programming (SADP)
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
收藏
  |  
浏览/下载:211/0
  |  
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
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:212/35
  |  
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 Optimal Parallel Tracking Control for Discrete-Time Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 13
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Liu, Yujia
;
Zhou, Tianmin
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:193/0
  |  
提交时间:2022/01/27
Nonlinear systems
Trajectory
Optimal control
Control systems
Mathematical model
Steady-state
Dynamic programming
Adaptive dynamic programming (ADP)
event-triggered
neural network (NN)
nonlinear optimal control
parallel control
parallel system
tracking control