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Multistep Look-Ahead Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems With Isoperimetric Constraints
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 卷号: 54, 期号: 3, 页码: 1414-1426
作者:
Li, Tao
;
Wei, Qinglai
;
Wang, Fei-Yue
Adobe PDF(784Kb)
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浏览/下载:56/0
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提交时间:2024/02/22
Performance analysis
Optimal control
Dynamic programming
Iterative algorithms
Upper bound
Measurement
Convergence
Adaptive dynamic programming (ADP)
isoperimetric constraints
nonlinear systems
optimal control
policy iteration
Robust Optimal Parallel Tracking Control Based on Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2023, 页码: 14
作者:
Wei, Qinglai
;
Jiao, Shanshan
;
Wang, Fei-Yue
;
Dong, Qi
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浏览/下载:106/0
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提交时间:2023/12/21
Optimal control
Control systems
Uncertainty
Robust control
Performance analysis
Dynamic programming
Uncertain systems
ADP
NN
nonlinear robust optimal control
parallel control
tracking control
Optimal Spin Polarization Control for the Spin-Exchange Relaxation-Free System Using Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者:
Wang, Ruigang
;
Wang, Zhuo
;
Liu, Sixun
;
Li, Tao
;
Li, Feng
;
Qin, Bodong
;
Wei, Qinglai
收藏
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浏览/下载:57/0
  |  
提交时间:2023/11/17
3-D spin polarization control (3DSPC)
adaptive dynamic programming (ADP)
asymmetric input constraint
multicritic multiaction neural networks (MCMANNs)
multiphysics
multiplayer nonzero-sum game (MP-NZSG)
spin-exchange relaxation-free (SERF).
A Data-Driven Iterative Learning Approach for Optimizing the Train Control Strategy
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 7, 页码: 7885-7893
作者:
Su, Shuai
;
Zhu, Qingyang
;
Liu, Junqing
;
Tang, Tao
;
Wei, Qinglai
;
Cao, Yuan
收藏
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浏览/下载:98/0
  |  
提交时间:2023/11/17
Deep reinforcement learning (RL)
driving strategy
energy-efficient train control (EETC)
soft actorcritic (SAC)
Continuous-Time Stochastic Policy Iteration of Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 13
作者:
Wei, Qinglai
;
Zhou, Tianmin
;
Lu, Jingwei
;
Liu, Yu
;
Su, Shuai
;
Xiao, Jun
收藏
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浏览/下载:122/0
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提交时间:2023/11/17
Adaptive dynamic programming (ADP)
Hamilton-Jacobi-Bellman equation (HJBE)
nonlinear stochastic system
stochastic policy iteration (PI)
Data-Driven Optimal Output Cluster Synchronization Control of Heterogeneous Multi-Agent Systems
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 11
作者:
Li, Hongyang
;
Wei, Qinglai
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浏览/下载:58/0
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提交时间:2023/11/17
Index Terms- Output cluster synchronization control
data-driven control
adaptive dynamic programming
policy iteration
heterogeneous multi-agent systems
optimal control
Interactive piecewise planar building reconstruction from a single image based on geometric priors
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 230, 页码: 15
作者:
Wang, Wei
;
Dong, Qiulei
;
Hu, Zhanyi
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浏览/下载:94/0
  |  
提交时间:2023/11/17
Single-image reconstruction
Geometric prior
User interaction
Plane optimization
Convolutional neural network
Approximate Dynamic Programming for Event-Driven H-8 Constrained Control
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 11
作者:
Yang, Xiong
;
Xu, Mengmeng
;
Wei, Qinglai
收藏
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浏览/下载:64/0
  |  
提交时间:2023/11/17
Approximate dynamic programming (ADP)
event-driven control
H(8)control
input constraint
optimal control
Event-Triggered Deep Reinforcement Learning Using Parallel Control: A Case Study in Autonomous Driving
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 4, 页码: 2821-2831
作者:
Lu, Jingwei
;
Han, Liyuan
;
Wei, Qinglai
;
Wang, Xiao
;
Dai, Xingyuan
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:89/0
  |  
提交时间:2023/11/17
Autonomous vehicles
Decision making
Path planning
Training
Optimal control
Deep learning
Complex systems
Autonomous driving
deep reinforcement learning
deep Q-network
event-triggered control
parallel control
Single-image piecewise planar reconstruction of urban buildings based on geometric priors
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2023, 卷号: 204, 页码: 105-116
作者:
Wang, Wei
;
Dong, Qiulei
;
Hu, Zhanyi
收藏
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浏览/下载:106/0
  |  
提交时间:2023/11/16
Single-image 3D reconstruction
Piecewise planar reconstruction
Geometric prior
Urban building
Structure and proximity constraints