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资助机构:National Natural Science Foundation of China
专题:多模态人工智能系统全国重点实验室
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Bird's-Eye-View Semantic Segmentation With Two-Stream Compact Depth Transformation and Feature Rectification
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 11, 页码: 4546-4558
作者:
Liu, Jierui
;
Cao, Zhiqiang
;
Yang, Jing
;
Liu, Xilong
;
Yang, Yuequan
;
Qu, Zhiyou
Adobe PDF(21890Kb)
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浏览/下载:104/16
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提交时间:2024/03/27
Bird's-eye-view
semantic segmentation
two-stream compact depth transformation
feature rectification
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:189/61
  |  
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
Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction
期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 544-563
作者:
Ye, Xue
;
Fang, Shen
;
Sun, Fang
;
Zhang, Chunxia
;
Xiang, Shiming
Adobe PDF(3491Kb)
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浏览/下载:285/40
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提交时间:2022/09/19
Traffic prediction
Spatial-temporal modeling
Meta-learning
Attention mechanism
Deep learning
Event-Triggered Communication Network With Limited-Bandwidth Constraint for Multi-Agent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Hu, Guangzheng
;
Zhu, Yuanheng
;
Zhao, Dongbin
;
Zhao, Mengchen
;
Hao, Jianye
Adobe PDF(4187Kb)
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浏览/下载:275/13
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提交时间:2022/01/27
Bandwidth
Protocols
Reinforcement learning
Task analysis
Optimization
Communication networks
Multi-agent systems
Event trigger
limited bandwidth
multi-agent communication
multi-agent reinforcement learning (MARL)
Generalized Actor-Critic Learning Optimal Control in Smart Home Energy Management
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 10, 页码: 6614-6623
作者:
Wei, Qinglai
;
Liao, Zehua
;
Shi, Guang
Adobe PDF(1229Kb)
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浏览/下载:296/39
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提交时间:2021/11/02
Optimal control
Process control
Smart homes
Dynamic programming
Numerical models
Iterative methods
Informatics
Actor-critic learning
adaptive critic designs
adaptive dynamic programming (ADP)
approximate dynamic programming
energy management
optimal control
smart grid
Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5245-5256
作者:
Wei, Qinglai
;
Wang, Lingxiao
;
Liu, Yu
;
Polycarpou, Marios M.
Adobe PDF(4019Kb)
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浏览/下载:391/88
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提交时间:2021/03/08
Elevators
Optimal control
Backpropagation
Machine learning
Neural networks
Learning (artificial intelligence)
Actor
–critic
adaptive dynamic programming
deep learning (DL)
elevator group control (EGC)
optimal control
reinforcement learning (RL)
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:430/49
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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
Invariant Adaptive Dynamic Programming for Discrete-Time Optimal Control
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 11, 页码: 3959-3971
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
He, Haibo
Adobe PDF(2079Kb)
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浏览/下载:225/21
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提交时间:2021/01/07
Optimal control
Discrete-time systems
Heuristic algorithms
Dynamic programming
Convergence
Artificial intelligence
Nonlinear systems
Adaptive dynamic programming
discrete-time systems
invariant admissibility
optimal control
policy iteration
sum of squares
Research progress of parallel control and management
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 2, 页码: 355-367
作者:
Xiong, Gang
;
Dong, Xisong
;
Lu, Hao
;
Shen, Dayong
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Adobe PDF(12496Kb)
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浏览/下载:328/62
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提交时间:2020/06/02
ACP methodology
artificial systems
computational experiments
parallel control
parallel management
parallel systems