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收录类别:SCI
出处:IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
发表日期:2020
资助机构:National Natural Science Foundation of China
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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:391/88
  |  
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)
RNN for Perturbed Manipulability Optimization of Manipulators Based on a Distributed Scheme: A Game-Theoretic Perspective
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5116-5126
作者:
Zhang, Jiazheng
;
Jin, Long
;
Cheng, Long
收藏
  |  
浏览/下载:305/0
  |  
提交时间:2021/03/02
Optimization
Neural networks
Task analysis
Nash equilibrium
Manipulator dynamics
Distributed control
game theory
manipulability optimization
neural network
redundancy resolution
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 无, 期号: 无, 页码: 无
作者:
Chen, Zhiqiang
;
Xu, Ting-Bing
;
Du, Changde
;
Liu, Cheng-Lin
;
He, Huiguang
浏览
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Adobe PDF(4352Kb)
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浏览/下载:335/77
  |  
提交时间:2021/01/27
Conditional accuracy change (CAC), direct criterion, dynamical channel pruning, neural network compression, structure shaping.
Reinforcement Learning-Based Optimal Stabilization for Unknown Nonlinear Systems Subject to Inputs With Uncertain Constraints
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4330-4340
作者:
Zhao, Bo
;
Liu, Derong
;
Luo, Chaomin
收藏
  |  
浏览/下载:242/0
  |  
提交时间:2021/01/07
Nonlinear systems
Optimal control
Artificial neural networks
Actuators
Observers
Feedforward systems
Adaptive dynamic programming (ADP)
neural networks (NNs)
optimal control
reinforcement learning (RL)
uncertain input constraints
unknown nonlinear systems
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
收藏
  |  
浏览/下载:270/0
  |  
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
Relaxed Stability Criteria for Neural Networks With Time-Varying Delay Using Extended Secondary Delay Partitioning and Equivalent Reciprocal Convex Combination Techniques
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4157-4169
作者:
Wang, Shenquan
;
Ji, Wenchengyu
;
Jiang, Yulian
;
Liu, Derong
收藏
  |  
浏览/下载:259/0
  |  
提交时间:2021/01/07
Delays
Asymptotic stability
Artificial neural networks
Linear matrix inequalities
Stability criteria
Automation
Equivalent reciprocal convex combination
extended secondary delay partitioning
global asymptotic stability
neural networks (NNs)
time-varying delay
Complex-Valued Discrete-Time Neural Dynamics for Perturbed Time-Dependent Complex Quadratic Programming With Applications
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3555-3569
作者:
Qi, Yimeng
;
Jin, Long
;
Wang, Yaonan
;
Xiao, Lin
;
Zhang, Jiliang
收藏
  |  
浏览/下载:232/0
  |  
提交时间:2021/01/07
Computational modeling
Convergence
Mathematical model
Recurrent neural networks
Perturbation methods
Robots
Numerical models
Complex domain
discrete-time neural dynamics (DTND)
quasi-Newton Broyden-Fletcher-Goldfarb-Shanno (BFGS)
quadratic programming (QP)
Composite Learning Enhanced Robot Impedance Control
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 3, 页码: 1052-1059
作者:
Sun, Tairen
;
Peng, Liang
;
Cheng, Long
;
Hou, Zeng-Guang
;
Pan, Yongping
收藏
  |  
浏览/下载:291/0
  |  
提交时间:2020/06/02
Impedance
Convergence
Robots
Stability criteria
Uncertainty
Parameter estimation
Adaptive control
composite adaptation
impedance control
learning control
parameter convergence
robot