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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
收藏
  |  
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:2/0
  |  
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)
Autonomous Vehicle Platoons In Urban Road Networks: A Joint Distributed Reinforcement Learning and Model Predictive Control Approach
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 141-156
作者:
Luigi D’Alfonso
;
Francesco Giannini
;
Giuseppe Franzè
;
Giuseppe Fedele
;
Francesco Pupo
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  |  
浏览/下载:2/0
  |  
提交时间:2024/01/02
Distributed model predictive control
distributed reinforcement learning
routing decisions
urban road networks
Data-Driven Learning Control Algorithms for Unachievable Tracking Problems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 205-218
作者:
Zeyi Zhang
;
Hao Jiang
;
Dong Shen
;
Samer S. Saab
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  |  
浏览/下载:1/0
  |  
提交时间:2024/01/02
Data-driven algorithms
incomplete information
iterative learning control
gradient information
unachievable problems
Multiagent-Reinforcement-Learning-Based Stable Path Tracking Control for a Bionic Robotic Fish With Reaction Wheel
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 12, 页码: 12670-12679
作者:
Qiu, Changlin
;
Wu, Zhengxing
;
Wang, Jian
;
Tan, Min
;
Yu, Junzhi
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  |  
浏览/下载:6/0
  |  
提交时间:2023/11/17
Multiagent reinforcement learning (MARL)
path tracking control
reaction wheel
robotic fish
underwater robot
Learning to Play Football From Sports Domain Perspective: A Knowledge-Embedded Deep Reinforcement Learning Framework
期刊论文
IEEE TRANSACTIONS ON GAMES, 2023, 卷号: 15, 期号: 4, 页码: 648-657
作者:
Liu, Boyin
;
Pu, Zhiqiang
;
Zhang, Tianle
;
Wang, Huimu
;
Yi, Jianqiang
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  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
Deformable convolution
football analysis
pitch control
reinforcement learning
Learning for Depth Control of a Robotic Penguin: A Data-Driven Model Predictive Control Approach
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 11, 页码: 11422-11432
作者:
Pan, Jie
;
Zhang, Pengfei
;
Wang, Jian
;
Liu, Mingxin
;
Yu, Junzhi
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  |  
浏览/下载:9/0
  |  
提交时间:2023/11/17
Data-driven model predictive control (MPC)
depth control
motion control
reinforcement learning (RL)
robotic penguin
Data-efficient model-based reinforcement learning with trajectory discrimination
期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2023, 页码: 10
作者:
Qu, Tuo
;
Duan, Fuqing
;
Zhang, Junge
;
Zhao, Bo
;
Huang, Wenzhen
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  |  
浏览/下载:6/0
  |  
提交时间:2023/11/16
Reinforcement learning
Deep learning
Continuous control task
World model
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