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Parallel Transportation in TransVerse: From Foundation Models to DeCAST
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 18
作者:
Zhao, Chen
;
Wang, Xiao
;
Lv, Yisheng
;
Tian, Yonglin
;
Lin, Yilun
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:110/0
  |  
提交时间:2023/11/16
Cyber-physical-social systems (CPSS)
artificial systems
computational experiments
parallel execution (ACP)
decentralized/distributed autonomous operations and organizations (DAO)
big AI models
VistaGPT: Generative Parallel Transformers for Vehicles With Intelligent Systems for Transport Automation
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 9, 页码: 4198-4207
作者:
Tian, Yonglin
;
Li, Xuan
;
Zhang, Hui
;
Zhao, Chen
;
Li, Bai
;
Wang, Xiao
;
Wang, Xiao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:133/0
  |  
提交时间:2023/12/21
Transformers
Task analysis
Autonomous vehicles
Planning
Biological system modeling
Navigation
Automation
Generative parallel transformers
end-to-end driving
transport automation
large-language models
federation of vehicular transformers
scenario engineering
Event-Triggered Deep Reinforcement Learning Using Parallel Control: A Case Study in Autonomous Driving
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 4, 页码: 2821-2831
作者:
Lu, Jingwei
;
Han, Liyuan
;
Wei, Qinglai
;
Wang, Xiao
;
Dai, Xingyuan
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:73/0
  |  
提交时间:2023/11/17
Autonomous vehicles
Decision making
Path planning
Training
Optimal control
Deep learning
Complex systems
Autonomous driving
deep reinforcement learning
deep Q-network
event-triggered control
parallel control
ParaUDA: Invariant Feature Learning With Auxiliary Synthetic Samples for Unsupervised Domain Adaptation
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 11, 页码: 20217-20229
作者:
Zhang, Wenwen
;
Wang, Jiangong
;
Wang, Yutong
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:75/0
  |  
提交时间:2023/03/20
Adaptation models
Representation learning
Feature extraction
Task analysis
Semantics
Generative adversarial networks
Object detection
Object detection
unsupervised domain adaptation
distribution alignment
domain-invariant representation
Federated Vehicular Transformers and Their Federations: Privacy-Preserving Computing and Cooperation for Autonomous Driving
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 3, 页码: 456-465
作者:
Tian, Yonglin
;
Wang, Jiangong
;
Wang, Yutong
;
Zhao, Chen
;
Yao, Fei
;
Wang, Xiao
收藏
  |  
浏览/下载:174/0
  |  
提交时间:2022/11/28
Transformers
Autonomous vehicles
Collaborative work
Point cloud compression
Trajectory
Computational modeling
Vehicle dynamics
Cooperative autonomous driving
Federated Vehicular Transformers
Federation of Vehicular Transformers
Vehicular Transformers
A Parallel Teacher for Synthetic-to-Real Domain Adaptation of Traffic Object Detection
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 3, 页码: 441-455
作者:
Wang, Jiangong
;
Shen, Tianyu
;
Tian, Yonglin
;
Wang, Yutong
;
Gou, Chao
;
Wang, Xiao
;
Yao, Fei
;
Sun, Changyin
Adobe PDF(2602Kb)
  |  
收藏
  |  
浏览/下载:256/64
  |  
提交时间:2022/11/28
Object detection
Feature extraction
Data models
Training
Knowledge engineering
Detectors
Computational modeling
Computer vision
Unsupervised Domain Adaptation
Teacher-student learning
Traffic object detection
Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal Multigraph Convolutional Network
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14
作者:
Liang, Maohan
;
Liu, Ryan Wen
;
Zhan, Yang
;
Li, Huanhuan
;
Zhu, Fenghua
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:145/0
  |  
提交时间:2022/11/14
Traffic flow prediction
maritime traffic network
multi-graph convolutional network
automatic identification system (AIS)
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)
  |  
收藏
  |  
浏览/下载:245/30
  |  
提交时间:2022/09/19
deep reinforcement learning
online ride-hailing system
hierarchical repositioning framework
parallel coordination mechanism
mixed state
Neural Dynamics for Computing Perturbed Nonlinear Equations Applied to ACP-Based Lower Limb Motion Intention Recognition
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 9
作者:
Jin, Long
;
Li, Jiachang
;
Sun, Zhongbo
;
Lu, Jingwei
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:234/0
  |  
提交时间:2022/01/27
Mathematical models
Computational modeling
Numerical models
Nonlinear equations
Convergence
Analytical models
Time-varying systems
Artificial systems
computational experiments
and parallel execution (ACP)
discrete-time neural dynamics (DTND) model
human lower limb physical experiment
nonlinear equations
Bridging the Micro and Macro: Calibration of Agent-Based Model Using Mean-Field Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 99, 期号: 99, 页码: 10
作者:
Ye, Peijun
;
Chen, Yuanyuan
;
Zhu, Fenghua
;
Lv, Yisheng
;
Lu, Wanze
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:223/0
  |  
提交时间:2022/01/27
Calibration
Computational modeling
Mathematical model
Machine learning
Aggregates
Optimization
Bayes methods
Agent-based model (ABM)
calibration
Markovian process