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资助机构:National Key Research and Development Program of China
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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:130/26
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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
Bionic Underwater Vehicle: A Data-Driven Disturbance Rejection Control Framework
期刊论文
IEEE ROBOTICS & AUTOMATION MAGAZINE, 2023, 卷号: 31, 期号: 1, 页码: 18-28
作者:
Wang, Kaihui
;
Zou, Wei
;
Ma, Ruichen
;
Lv, Jiaqi
;
Su, Hu
;
Wang, Yu
;
Ma, Hongxuan
Adobe PDF(2970Kb)
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浏览/下载:103/18
  |  
提交时间:2024/02/22
Vehicle dynamics
Robots
Propulsion
Predictive models
Biological system modeling
Robustness
Disturbance observers
NVIF: Neighboring Variational Information Flow for Cooperative Large-Scale Multiagent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:
Chai, Jiajun
;
Zhu, Yuanheng
;
Zhao, Dongbin
Adobe PDF(2469Kb)
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浏览/下载:66/5
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提交时间:2023/11/16
Large-scale multiagent
neighboring communication
reinforcement learning (RL)
variational information flow
Data Generation Feedback Relearning Control for Unmodeled Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2023, 页码: 12
作者:
Zhang, Yong
;
Mu, Chaoxu
;
Zhao, Dongbin
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浏览/下载:118/0
  |  
提交时间:2023/11/16
Data models
Real-time systems
Heuristic algorithms
Mathematical models
Adaptation models
Approximation algorithms
Cost function
Data generation model
feedback relearning control
delayed neural network
reinforcement learning
unmodeled nonlinear system
Excitation-based fully connected network for precise NIR-II fluorescence molecular tomography
期刊论文
BIOMEDICAL OPTICS EXPRESS, 2022, 卷号: 13, 期号: 12, 页码: 6284-6299
作者:
Cao, Caiguang
;
Xiao, Anqi
;
Cai, Meishan
;
Shen, Biluo
;
Guo, Lishuang
;
Shi, Xiaojing
;
Tian, Jie
;
Hu, Zhenhua
Adobe PDF(6713Kb)
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浏览/下载:494/61
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提交时间:2023/03/20
Optimization-Based Post-Training Quantization With Bit-Split and Stitching
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2119-2135
作者:
Wang, Peisong
;
Chen, Weihan
;
He, Xiangyu
;
Chen, Qiang
;
Liu, Qingshan
;
Cheng, Jian
Adobe PDF(921Kb)
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浏览/下载:248/74
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提交时间:2023/03/20
Deep neural networks
compression
quantization
post-training quantization
Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1691-1704
作者:
Wang, Xiaona
;
Chen, Jiahao
;
Qiao, Hong
Adobe PDF(2080Kb)
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浏览/下载:170/22
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提交时间:2023/03/20
Muscles
Recurrent neural networks
Mathematical models
Bio-inspired control
Robot kinematics
Tendons
Musculoskeletal system
Biologically inspired control
motor cortex
movement preparation
musculoskeletal system
recurrent neural network (RNN)
Observer-based event and self-triggered adaptive output feedback control of robotic manipulators
期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2022, 页码: 32
作者:
Gao, Jie
;
He, Wei
;
Qiao, Hong
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浏览/下载:216/0
  |  
提交时间:2022/11/14
first-order filter
impulsive dynamical system
model-based event-triggered control
neural network
nonlinear uncertainty
observer estimation
robotic manipulator
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:256/20
  |  
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
Self-Supervised Contact Geometry Learning by GelStereo Visuotactile Sensing
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 9
作者:
Cui, Shaowei
;
Wang, Rui
;
Hu, Jingyi
;
Zhang, Chaofan
;
Chen, Lipeng
;
Wang, Shuo
Adobe PDF(1925Kb)
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浏览/下载:647/320
  |  
提交时间:2022/06/06
Geometry
Sensors
Three-dimensional displays
Estimation
Image reconstruction
Tactile sensors
Color
Depth estimation
robotic sensing systems
self-supervised learning
tactile sensors