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Reinforcement Learning in Process Industries: Review and Perspective
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者:
Oguzhan Dogru
;
Junyao Xie
;
Om Prakash
;
Ranjith Chiplunkar
;
Jansen Soesanto
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  |  
浏览/下载:1/0
  |  
提交时间:2024/01/23
Process control
process systems engineering
reinforcement learning
Noise-Tolerant ZNN-Based Data-Driven Iterative Learning Control for Discrete Nonaffine Nonlinear MIMO Repetitive Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 344-361
作者:
Yunfeng Hu
;
Chong Zhang
;
Bo Wang
;
Jing Zhao
;
Xun Gong
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  |  
浏览/下载:2/0
  |  
提交时间:2024/01/23
Adaptive control
control system synthesis
data-driven iterative learning control
neurocontroller
nonlinear discrete time systems
Adaptive Optimal Output Regulation of Interconnected Singularly Perturbed Systems With Application to Power Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 595-607
作者:
Jianguo Zhao
;
Chunyu Yang
;
Weinan Gao
;
Linna Zhou
;
Xiaomin Liu
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  |  
浏览/下载:1/0
  |  
提交时间:2024/02/19
Adaptive optimal control
decentralized control
output regulation
reinforcement learning (RL)
singularly perturbed systems (SPSs)
Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
作者:
Ding Wang
;
Ning Gao
;
Derong Liu
;
Jinna Li
;
Frank L. Lewis
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  |  
浏览/下载:3/0
  |  
提交时间:2024/01/02
Adaptive dynamic programming (ADP)
advanced control
complex environment
data-driven control
event-triggered design
intelligent control
neural networks
nonlinear systems
optimal control
reinforcement learning (RL)
Online Active Continual Learning for Robotic Lifelong Object Recognition
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Nie, Xiangli
;
Deng, Zhiguang
;
He, Mingdong
;
Fan, Mingyu
;
Tang, Zheng
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  |  
浏览/下载:6/0
  |  
提交时间:2023/11/16
Task analysis
Robots
Data models
Object recognition
Learning systems
Training
Heuristic algorithms
Catastrophic forgetting
lifelong object recognition
online active learning (OAL)
online continual learning (OCL)
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:9/0
  |  
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
Byzantine-Resilient Federated Learning at Edge
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 9, 页码: 2600-2614
作者:
Tao, Youming
;
Cui, Sijia
;
Xu, Wenlu
;
Yin, Haofei
;
Yu, Dongxiao
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  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Byzantine resilience
communication efficiency
edge intelligent systems
federated learning
Cognition-Driven Multiagent Policy Learning Framework for Promoting Cooperation
期刊论文
IEEE TRANSACTIONS ON GAMES, 2023, 卷号: 15, 期号: 3, 页码: 388-398
作者:
Pu, Zhiqiang
;
Wang, Huimu
;
Liu, Boyin
;
Yi, Jianqiang
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  |  
浏览/下载:3/0
  |  
提交时间:2023/11/16
Cognition difference
coupling cognition network (CCN)
deep reinforcement learning (DRL)
graph convolutional network
multiagent systems (MASs)
Parallel Learning for Legal Intelligence: A HANOI Approach Based on Unified Prompting
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 11
作者:
Song, Zhuoyang
;
Huang, Min
;
Miao, Qinghai
;
Wang, Fei-Yue
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  |  
浏览/下载:4/0
  |  
提交时间:2023/11/17
Index Ternis- Natural language processing (NLP)
parallel learning (PL)
parallel systems
pretrained language model (PLM)
prompt tuning
An Accurate Outlier Rejection Network With Higher Generalization Ability for Point Cloud Registration
期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 卷号: 8, 期号: 8, 页码: 4649-4656
作者:
Guo, Shiyi
;
Tang, Fulin
;
Liu, Bingxi
;
Fu, Yujie
;
Wu, Yihong
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Point cloud compression
Three-dimensional displays
Feature extraction
Correlation
Learning systems
Task analysis
Robustness
Point cloud registration
outlier rejection
3D feature
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