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资助机构:National Natural Science Foundation of China
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Contrastive Correlation Preserving Replay for Online Continual Learning
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 124-139
作者:
Yu, Da
;
Zhang, Mingyi
;
Li, Mantian
;
Zha, Fusheng
;
Zhang, Junge
;
Sun, Lining
;
Huang, Kaiqi
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/03/26
Task analysis
Correlation
Knowledge transfer
Training
Memory management
Data models
Mutual information
Continual learning
catastrophic forgetting
class-incremental learning
experience replay
A Novel Parallel Control Method for Continuous-Time Linear Output Regulation With Disturbances
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 11
作者:
Wei, Qinglai
;
Li, Hongyang
;
Wang, Fei-Yue
Adobe PDF(1665Kb)
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浏览/下载:227/35
  |  
提交时间:2022/01/27
Regulators
Regulation
Control systems
Stability analysis
Asymptotic stability
Eigenvalues and eigenfunctions
Control theory
Continuous-time linear systems
output regulation
parallel control theory
parallel regulators
parallel systems
Efficient Insertion Control for Precision Assembly Based on Demonstration Learning and Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 7, 页码: 4492-4502
作者:
Ma, Yanqin
;
Xu, De
;
Qin, Fangbo
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  |  
浏览/下载:252/0
  |  
提交时间:2021/05/17
Learning (artificial intelligence)
Task analysis
Learning systems
Gaussian distribution
Informatics
Automation
Data models
Demonstration learning
insertion policy learning
multiple peg-in-hole insertion
precision assembly
reinforcement learning
Target Tracking Control of a Biomimetic Underwater Vehicle Through Deep Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Wang, Yu
;
Tang, Chong
;
Wang, Shuo
;
Cheng, Long
;
Wang, Rui
;
Tan, Min
;
Hou, Zengguang
收藏
  |  
浏览/下载:195/0
  |  
提交时间:2022/01/27
Reinforcement learning
Target tracking
Robots
Sports
Aerospace electronics
Mobile robots
Underwater vehicles
Biomimetic underwater vehicle (BUV)
reinforcement learning
target tracking control
A Vibration Control Method for Hybrid-Structured Flexible Manipulator Based on Sliding Mode Control and Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 841-852
作者:
Long, Teng
;
Li, En
;
Hu, Yunqing
;
Yang, Lei
;
Fan, Junfeng
;
Liang, Zize
;
Guo, Rui
收藏
  |  
浏览/下载:197/0
  |  
提交时间:2021/03/29
Vibrations
Mathematical model
Manipulator dynamics
Torque
Robustness
Neural networks
Hybrid-structured flexible manipulator
reinforcement learning
sliding mode control
vibration control method
Adaptive Critic Designs for Optimal Event-Driven Control of a CSTR System
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 1, 页码: 484-493
作者:
Yang, Xiong
;
Wei, Qinglai
收藏
  |  
浏览/下载:149/0
  |  
提交时间:2021/01/06
Chemical reactors
Optimal control
Nonlinear systems
Adaptive systems
Cost function
Informatics
Closed loop systems
Adaptive critic designs (ACDs)
continuous stirred tank reactor (CSTR)
discounted cost
event-driven control
reinforcement learning (RL)
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)
  |  
收藏
  |  
浏览/下载:314/75
  |  
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)
  |  
收藏
  |  
浏览/下载:255/49
  |  
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
Parallel Control for Optimal Tracking via Adaptive Dynamic Programming
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 6, 页码: 1662-1674
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Wang, Fei-Yue
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Adobe PDF(7214Kb)
  |  
收藏
  |  
浏览/下载:305/53
  |  
提交时间:2021/01/06
Adaptive dynamic programming (ADP)
nonlinear optimal control
parallel controller
parallel control theory
parallel system
tracking control
neural network (NN)
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:239/85
  |  
提交时间:2020/06/09
Brain-inspired Computing
Emotion-motivated Learning
Emotion-memory Interactions
Decision-making
Reinforcement Learning