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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:80/7
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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
A Survey on Reinforcement Learning Methods in Bionic Underwater Robots
期刊论文
BIOMIMETICS, 2023, 卷号: 8, 期号: 2, 页码: 29
作者:
Tong, Ru
;
Feng, Yukai
;
Wang, Jian
;
Wu, Zhengxing
;
Tan, Min
;
Yu, Junzhi
Adobe PDF(1260Kb)
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浏览/下载:106/4
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提交时间:2023/11/17
bionic underwater robot
reinforcement learning
robotic fish
intelligent control
A Control Framework for Adaptation of Training Task and Robotic Assistance for Promoting Motor Learning With an Upper Limb Rehabilitation Robot
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 卷号: 52, 期号: 12, 页码: 7737-7747
作者:
Wang, Chen
;
Peng, Liang
;
Hou, Zeng-Guang
Adobe PDF(2528Kb)
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浏览/下载:210/4
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提交时间:2022/06/10
Robots
Trajectory
Task analysis
Training
Oscillators
Rehabilitation robotics
Real-time systems
Assist as needed (AAN)
motor learning
nonlinear adaptive control
rehabilitation robotics
You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2891-2904
作者:
Zhang, Xinbang
;
Huang, Zehao
;
Wang, Naiyan
;
Xiang, Shiming
;
Pan, Chunhong
Adobe PDF(1271Kb)
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浏览/下载:302/59
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提交时间:2021/11/02
Computer architecture
Optimization
Learning (artificial intelligence)
Task analysis
Acceleration
Evolutionary computation
Convolution
Neural architecture search(NAS)
convolution neural network
sparse optimization
Neural network-based model predictive tracking control of an uncertain robotic manipulator with input constraints
期刊论文
ISA TRANSACTIONS, 2021, 卷号: 109, 页码: 89-101
作者:
Kang, Erlong
;
Qiao, Hong
;
Gao, Jie
;
Yang, Wenjing
Adobe PDF(942Kb)
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浏览/下载:374/74
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提交时间:2021/03/29
Model predictive control
Neural network
Robotic manipulator
Unknown dynamics
Online learning estimation
Input constraints
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:351/81
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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)
Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems via Data-Based Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 4, 页码: 3599-3608
作者:
Wei, Qinglai
;
Liao, Zehua
;
Song, Ruizhuo
;
Zhang, Pinjia
;
Wang, Zhuo
;
Xiao, Jun
Adobe PDF(3395Kb)
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浏览/下载:396/45
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提交时间:2021/03/02
Optimal control
Air conditioning
Load modeling
Neural networks
Dynamic programming
Predictive models
Adaptive dynamic programming (ADP)
cooling load prediction
ice-storage air conditioning (IAC)
neural network
optimal control
A Hardware Descriptive Approach to Beetle Antennae Search
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 89059-89070
作者:
Yue, Zongcheng
;
Li, Gang
;
Jiang, Xiangyuan
;
Li, Shuai
;
Cheng, Jian
;
Ren, Peng
收藏
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浏览/下载:160/0
  |  
提交时间:2020/07/20
Field programmable gate arrays
Hardware design languages
Optimization
Directive antennas
Genetic algorithms
Hardware
FPGA
beetle antennae search
Verilog HDL
optimization algorithm
Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM
期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2020, 卷号: 69, 期号: 1, 页码: 139-153
作者:
Yu, Xiao
;
Liu, Jin
;
Keung, Jacky Wai
;
Li, Qing
;
Bennin, Kwabena Ebo
;
Xu, Zhou
;
Wang, Junping
;
Cui, Xiaohui
Adobe PDF(2373Kb)
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浏览/下载:399/63
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提交时间:2020/06/02
Support vector machines
Software
Prediction algorithms
Predictive models
Testing
Software algorithms
Computer science
Cost-sensitive learning
data imbalance
ranking-oriented defect prediction (RODP)
A pose estimation system based on deep neural network and ICP registration for robotic spray painting application
期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 卷号: 104, 期号: 1-4, 页码: 285-299
作者:
Wang, Zhe
;
Fan, Junfeng
;
Jing, Fengshui
;
Liu, Zhaoyang
;
Tan, Min
Adobe PDF(1920Kb)
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浏览/下载:377/48
  |  
提交时间:2019/12/16
Pose estimation
Spray painting
RGB-D sensor
Deep neural network
ICP registration