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Online Off-Policy Reinforcement Learning for Optimal Control of Unknown Nonlinear Systems Using Neural Networks
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 11
作者:
Zhu, Liao
;
Wei, Qinglai
;
Guo, Ping
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/07/03
Adaptive dynamic programming
nonlinear systems
online learning
optimal control
reinforcement learning (RL)
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:12/0
  |  
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
Data-Driven Optimal Output Cluster Synchronization Control of Heterogeneous Multi-Agent Systems
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 11
作者:
Li, Hongyang
;
Wei, Qinglai
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  |  
浏览/下载:7/0
  |  
提交时间:2023/11/17
Index Terms- Output cluster synchronization control
data-driven control
adaptive dynamic programming
policy iteration
heterogeneous multi-agent systems
optimal control
Neural-network solutions to stochastic reaction networks
期刊论文
NATURE MACHINE INTELLIGENCE, 2023, 卷号: 5, 期号: 4, 页码: 376-385
作者:
Tang, Ying
;
Weng, Jiayu
;
Zhang, Pan
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  |  
浏览/下载:0/0
  |  
提交时间:2023/12/07
GENE-EXPRESSION
Random maintenance policies for sustaining the reliability of the product through 2D-warranty
期刊论文
Applied Mathematical Modelling, 2022, 卷号: 111, 页码: 363-383
作者:
Shang, Lijun
;
Liu, Baoliang
;
Cai, Zhiqiang
;
Wu, Cang
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  |  
浏览/下载:24/0
  |  
提交时间:2022/08/09
Cost benefit analysis
Embedded systems
Maintenance
Planning
Product design
Cost rates
Cybe-physical systems
Cyber-physical systems
Maintenance policy
Product reliability
Random maintenance
Technological supports
Two-dimensional warranty
Warranty first and last
Working cycle
Offline reinforcement learning with representations for actions
期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 746-758
作者:
Lou, Xingzhou
;
Yin, Qiyue
;
Zhang, Junge
;
Yu, Chao
;
He, Zhaofeng
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  |  
浏览/下载:15/0
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提交时间:2022/11/14
Offline reinforcement learning
Action embedding
How much aboveground net primary production can be used for human activities in the alpine grasslands in the Three Rivers Source Region (TRSR), China?
期刊论文
Environmental Research Letters, 2022, 卷号: 17, 期号: 9, 页码: 09407
作者:
Yang,Yi
;
Wang,Genxu
;
Lin,Shan
;
Yang,Yan
;
Zhang,Tongzuo
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  |  
浏览/下载:13/0
  |  
提交时间:2023/05/22
net primary production
human activity
ecosystem services
the allocation of aboveground net primary production
Random replacement policies to sustain the post-warranty reliability
期刊论文
Journal of Quality in Maintenance Engineering, 2022
作者:
Shang, Lijun
;
Qiu, Qingan
;
C., Wu
;
Y., Du
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  |  
浏览/下载:79/0
  |  
提交时间:2022/07/20
Cost accounting
Cost benefit analysis
Costs
Maintenance
Product design
Cost rates
Post-warranty reliability
Product reliability
Random replacements
Reliability performance
Replacement first
Replacement last
Warranty
Warranty period
Working cycle
How much aboveground net primary production can be used for human activities in the alpine grasslands in the Three Rivers Source Region (TRSR), China?
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2022, 卷号: 17, 期号: 9
作者:
Yang, Y
;
Wang, GX
;
Lin, S
;
Yang, Y
;
Zhang, TZ
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浏览/下载:20/0
  |  
提交时间:2022/12/02
Fast action on short-lived climate pollutants and nature-based solutions to help countries meet carbon neutrality goals
期刊论文
ADVANCES IN CLIMATE CHANGE RESEARCH, 2022, 卷号: 13, 期号: 4, 页码: 564
作者:
Sun, Xiaopu
;
Wang, Pu
;
Ferris, Tad
;
Lin, Hui
;
Dreyfus, Gabrielle
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  |  
浏览/下载:10/0
  |  
提交时间:2023/05/30
Non-CO2 mitigation
Short-lived climate pollutants
Climate feedbacks and tipping points
Near-term warming
Methane
Hydrofluorocarbons (HFCs)
Black carbon
Nature-based solutions (NbS)
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