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收录类别:SCI
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Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5245-5256
作者:
Wei, Qinglai
;
Wang, Lingxiao
;
Liu, Yu
;
Polycarpou, Marios M.
Adobe PDF(4019Kb)
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浏览/下载:383/86
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提交时间:2021/03/08
Elevators
Optimal control
Backpropagation
Machine learning
Neural networks
Learning (artificial intelligence)
Actor
–critic
adaptive dynamic programming
deep learning (DL)
elevator group control (EGC)
optimal control
reinforcement learning (RL)
Continuous-Time Time-Varying Policy Iteration
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 12, 页码: 4958-4971
作者:
Wei, Qinglai
;
Liao, Zehua
;
Yang, Zhanyu
;
Li, Benkai
;
Liu, Derong
Adobe PDF(3149Kb)
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浏览/下载:302/56
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提交时间:2021/03/02
Optimal control
Nonlinear systems
Time-varying systems
Mathematical model
Dynamic programming
Approximation algorithms
Iterative algorithms
Adaptive critic designs
adaptive dynamic programming (ADP)
neuro-dynamic programming
nonlinear systems
optimal control
policy iteration
Invariant Adaptive Dynamic Programming for Discrete-Time Optimal Control
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 3959-3971
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
He, Haibo
Adobe PDF(2079Kb)
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浏览/下载:219/18
  |  
提交时间:2021/01/07
Optimal control
Discrete-time systems
Heuristic algorithms
Dynamic programming
Convergence
Artificial intelligence
Nonlinear systems
Adaptive dynamic programming
discrete-time systems
invariant admissibility
optimal control
policy iteration
sum of squares
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:224/74
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提交时间:2020/10/23
Adaptive critic designs
adaptive dynamic programming (ADP)
local policy iteration
neuro-dynamic programming
optimal control
stochastic processes
Deep Reinforcement Learning-Based Automatic Exploration for Navigation in Unknown Environment
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 6, 页码: 2064-2076
作者:
Li, Haoran
;
Zhang, Qichao
;
Zhao, Dongbin
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Adobe PDF(4274Kb)
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浏览/下载:412/126
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提交时间:2020/08/03
Robot sensing systems
Navigation
Entropy
Neural networks
Task analysis
Planning
Automatic exploration
deep reinforcement learning (DRL)
optimal decision
partial observation
WAGNN: A Weighted Aggregation Graph Neural Network for robot skill learning
期刊论文
ROBOTICS AND AUTONOMOUS SYSTEMS, 2020, 卷号: 130, 页码: 9
作者:
Zhang, Fengyi
;
Liu, Zhiyong
;
Xiong, Fangzhou
;
Su, Jianhua
;
Qiao, Hong
Adobe PDF(1550Kb)
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浏览/下载:375/58
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提交时间:2020/07/20
Skill transfer learning
Serial structures
Robot skill learning
Graph Neural Network
Computational modeling of Emotion-motivated Decisions for Continuous Control of Mobile Robots
期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: 13, 期号: 2020, 页码: 1-14
作者:
Huang, Xiao
;
Wu, Wei
;
Qiao, Hong
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Adobe PDF(5970Kb)
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浏览/下载:278/95
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提交时间:2020/06/09
Brain-inspired Computing
Emotion-motivated Learning
Emotion-memory Interactions
Decision-making
Reinforcement Learning
Research progress of parallel control and management
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 2, 页码: 355-367
作者:
Xiong, Gang
;
Dong, Xisong
;
Lu, Hao
;
Shen, Dayong
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Adobe PDF(12496Kb)
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浏览/下载:321/58
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提交时间:2020/06/02
ACP methodology
artificial systems
computational experiments
parallel control
parallel management
parallel systems
Decentralized robust optimal control for modular robot manipulators via critic-identifier structure-based adaptive dynamic programming
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 卷号: 32, 期号: 8, 页码: 3441-3458
作者:
Dong, Bo
;
Zhou, Fan
;
Liu, Keping
;
Li, Yuanchun
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浏览/下载:178/0
  |  
提交时间:2020/06/02
Modular robot manipulator
Decentralized control
Adaptive dynamic programming
Optimal control
Neural network
Interconnected dynamic coupling
Towards Complete and Accurate Iris Segmentation Using Deep Multi-Task Attention Network for Non-Cooperative Iris Recognition
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2020, 卷号: 15, 期号: 1, 页码: 2944-2959
作者:
Wang, Caiyong
;
Muhammad, Jawad
;
Wang, Yunlong
;
He, Zhaofeng
;
Sun, Zhenan
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Adobe PDF(8655Kb)
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浏览/下载:550/228
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提交时间:2020/06/02
Iris segmentation
iris localization
attention mechanism
multi-task learning
iris recognition