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Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1797-1809
作者:
Ding Wang
;
Jiangyu Wang
;
Mingming Zhao
;
Peng Xin
;
Junfei Qiao
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  |  
浏览/下载:5/0
  |  
提交时间:2023/08/10
Adaptive critic
artificial neural networks
Hamilton-Jacobi-Bellman (HJB) equation
multi-step heuristic dynamic programming
multi-step reinforcement learning
optimal control
Optimal Tracking Control for a Discrete Time Nonlinear Nuclear Power System
期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 卷号: 2022, 页码: 9
作者:
Luan, Zhenhua
;
Wang, Mengxuan
;
Zhang, Yuzhen
;
Wei, Qinglai
;
Zhou, Tianmin
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  |  
浏览/下载:9/0
  |  
提交时间:2023/02/22
A New Neuro-Optimal Nonlinear Tracking Control Method via Integral Reinforcement Learning with Applications to Nuclear Systems
期刊论文
NEUROCOMPUTING, 2022, 卷号: 483, 页码: 361-369
作者:
Zhong, Weifeng
;
Wang, Mengxuan
;
Wei, Qinglai
;
Lu, Jingwei
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  |  
浏览/下载:15/0
  |  
提交时间:2022/06/10
Integral reinforcement learning
Nuclear power reactor
Nonlinear system
Optimal tracking control
Neural networks
Output-Feedback Based Simplified Optimized Backstepping Control for Strict-Feedback Systems with Input and State Constraints
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1119-1132
作者:
Jiaxin Zhang
;
Kewen Li
;
Yongming Li
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  |  
浏览/下载:52/0
  |  
提交时间:2021/06/11
Backstepping design
immeasurable states
neural-networks (NNs)
optimal control
state constraints
Intelligent decision-making of scheduling for dynamic permutation flowshop via deep reinforcement learning
期刊论文
Sensors (Switzerland), 2021, 卷号: 21, 期号: 3, 页码: 1-20
作者:
Yang SL(杨圣落)
;
Xu ZG(徐志刚)
;
Wang JY(王军义)
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  |  
浏览/下载:14/0
  |  
提交时间:2021/02/14
permutation flowshop scheduling problem
deep reinforcement learning
actor-critic
dynamic scheduling
real-time scheduling
new job arrival
tardiness cost
Intelligent scheduling and reconfiguration via deep reinforcement learning in smart manufacturing
期刊论文
International Journal of Production Research, 2021, 页码: 1-18
作者:
Yang SL(杨圣落)
;
Xu ZG(徐志刚)
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  |  
浏览/下载:20/0
  |  
提交时间:2021/08/03
Deep reinforcement learning
dynamic scheduling and reconfiguration
A2C
reconfigurable manufacturing system (RMS)
intelligent scheduling
dynamic job arrival
Intelligent Thermal Control Strategy Based on Reinforcement Learning for Space Telescope
期刊论文
Journal of Thermophysics and Heat Transfer, 2020, 卷号: 34, 期号: 1, 页码: 37-44
作者:
Y. Xiong,L. Guo,Y. Huang and L. H. Chen
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浏览/下载:2/0
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提交时间:2021/07/06
Fast A3RL: Aesthetics-Aware Adversarial Reinforcement Learning for Image Cropping
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 10, 页码: 5105-5120
作者:
Li, Debang
;
Wu, Huikai
;
Zhang, Junge
;
Huang, Kaiqi
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浏览/下载:28/0
  |  
提交时间:2019/12/16
Reinforcement learning
adversarial learning
image cropping
Fast A3RL: Aesthetics-Aware Adversarial Reinforcement Learning for Image Cropping
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 10, 页码: 5105-5120
作者:
Li, Debang
;
Wu, Huikai
;
Zhang, Junge
;
Huang, Kaiqi
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  |  
浏览/下载:67/0
  |  
提交时间:2019/12/16
Reinforcement learning
adversarial learning
image cropping
Optimized Adaptive Nonlinear Tracking Control Using Actor-Critic Reinforcement Learning Strategy
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 卷号: 15, 期号: 9, 页码: 4969-4977
作者:
Wen, Guoxing
;
Chen, C. L. Philip
;
Ge, Shuzhi Sam
;
Yang, Hongli
;
Liu, Xiaoguang
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  |  
浏览/下载:61/0
  |  
提交时间:2019/12/16
Lyapunov function
neural networks (NNs)
nonlinear systems
optimized tracking control
reinforcement learning (RL) of actor-critic architecture
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