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A Framework and Operational Procedures for Metaverses-Based Industrial Foundation Models
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 10
作者:
Wang, Jiangong
;
Tian, Yonglin
;
Wang, Yutong
;
Yang, Jing
;
Wang, Xingxia
;
Wang, Sanjin
;
Kwan, Oliver
Adobe PDF(3322Kb)
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浏览/下载:118/32
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提交时间:2023/02/22
Cyber-physical-social intelligence (CPSI)
cyber-physical-social systems (CPSSs)
industrial foundation models (IFMs)
intelligent enterprises
metaverses
operational processes
parallel intelligence
HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:
Xi, Jinhao
;
Zhu, Fenghua
;
Ye, Peijun
;
Lv, Yisheng
;
Tang, Haina
;
Wang, Fei-Yue
Adobe PDF(3316Kb)
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浏览/下载:196/27
  |  
提交时间:2022/09/19
deep reinforcement learning
online ride-hailing system
hierarchical repositioning framework
parallel coordination mechanism
mixed state
SADRL: Merging human experience with machine intelligence via supervised assisted deep reinforcement learning
期刊论文
NEUROCOMPUTING, 2022, 卷号: 467, 页码: 300-309
作者:
Li, Xiaoshuang
;
Wang, Xiao
;
Zheng, Xinhu
;
Jin, Junchen
;
Huang, Yanhao
;
Zhang, Jun Jason
;
Wang, Fei-Yue
Adobe PDF(1244Kb)
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浏览/下载:231/56
  |  
提交时间:2021/12/28
Deep reinforcement learning
Behavioral cloning
Dynamic demonstration
Double DQN
Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems via Data-Based Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 4, 页码: 3599-3608
作者:
Wei, Qinglai
;
Liao, Zehua
;
Song, Ruizhuo
;
Zhang, Pinjia
;
Wang, Zhuo
;
Xiao, Jun
Adobe PDF(3395Kb)
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浏览/下载:288/32
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提交时间:2021/03/02
Optimal control
Air conditioning
Load modeling
Neural networks
Dynamic programming
Predictive models
Adaptive dynamic programming (ADP)
cooling load prediction
ice-storage air conditioning (IAC)
neural network
optimal control
Recent Advances in Collaborative Scheduling of Computing Tasks in an Edge Computing Paradigm
期刊论文
SENSORS, 2021, 卷号: 21, 期号: 3, 页码: 22
作者:
Chen, Shichao
;
Li, Qijie
;
Zhou, Mengchu
;
Abusorrah, Abdullah
Adobe PDF(3032Kb)
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浏览/下载:240/33
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提交时间:2021/03/15
collaborative scheduling
edge computing
internet of things
limited resources
optimization
task offloading
A high-efficiency, information-based exploration path planning method for active simultaneous localization and mapping
期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2020, 卷号: 17, 期号: 1, 页码: 14
作者:
Li, Peng
;
Yang, Cai-yun
;
Wang, Rui
;
Wang, Shuo
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Adobe PDF(1917Kb)
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浏览/下载:282/52
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提交时间:2020/04/07
Active SLAM
exploration
information-based
simultaneous localization and mapping
path planning
Neuro-optimal control for discrete stochastic processes via a novel policy iteration algorithm
期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 卷号: 50, 期号: 11, 页码: 3972-3985
作者:
Liang, Mingming
;
Wang, Ding
;
Liu, Derong
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Adobe PDF(1604Kb)
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浏览/下载:147/59
  |  
提交时间:2020/10/23
Adaptive critic designs
adaptive dynamic programming (ADP)
local policy iteration
neuro-dynamic programming
optimal control
stochastic processes
Optimization of electricity consumption in office buildings based on adaptive dynamic programming
期刊论文
SOFT COMPUTING, 2017, 卷号: 21, 期号: 21, 页码: 6369-6379
作者:
Shi, Guang
;
Wei, Qinglai
;
Liu, Derong
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Adobe PDF(1611Kb)
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浏览/下载:441/181
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提交时间:2017/02/23
Office Buildings
Electricity Consumption Optimization
Battery Management
Optimal Control
Adaptive Dynamic Programming
Neural Networks
Echo state network-based Q-learning method for optimal battery control of offices combined with renewable energy
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 7, 页码: 915-922
作者:
Shi, Guang
;
Liu, Derong
;
Wei, Qinglai
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Adobe PDF(3253Kb)
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浏览/下载:384/123
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提交时间:2017/02/23
Recurrent Neural Nets
Neurocontrollers
Learning (Artificial Intelligence)
Office Environment
Optimal Control
Solar Power
Energy Consumption
Time Series
Secondary Cells
Energy Management Systems
Function Approximation
Echo State Network-based Q-learning Method
Optimal Battery Control
Renewable Energy
Optimal Energy Management
Solar Energy
Energy Consumption
Energy Demand
Time Series
Real-time Electricity Rate
Periodic Functions
Q-function
Optimal Charging Strategy
Optimal Discharging Strategy
Optimal Idle Strategy
Numerical Analysis
In vivo pentamodal tomographic imaging for small animals
期刊论文
BIOMEDICAL OPTICS EXPRESS, 2017, 卷号: 8, 期号: 3, 页码: 1356-1371
作者:
Liu, Muhan
;
Guo, Hongbo
;
Liu, Hongbo
;
Zhang, Zeyu
;
Chi, Chongwei
;
Hui, Hui
;
Dong, Di
;
Hu, Zhenhua
;
Tian, Jie
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Adobe PDF(8526Kb)
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浏览/下载:328/86
  |  
提交时间:2017/05/05
Pentamodal Tomographic Imaging