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语种:英语
专题:多模态人工智能系统全国重点实验室
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Self-Organized Routing for Autonomous Vehicles via Deep Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 1, 页码: 426-437
作者:
Pei, Huaxin
;
Zhang, Jiawei
;
Zhang, Yi
;
Xu, Huile
;
Li, Li
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/07/03
Routing
Autonomous vehicles
Vehicle-to-everything
Vehicle dynamics
Estimation
Automation
Traffic congestion
self-organized
deep reinforcement learning
autonomous vehicle
Enhance Sample Efficiency and Robustness of End-to-end Urban Autonomous Driving via Semantic Masked World Model
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2024, 页码: 10.1109/TITS.2024.3400227
作者:
Zeyu Gao
;
Yao Mu
;
Chen Chen
;
Jingliang Duan
;
Ping Luo
;
Yanfeng Lu
;
Shengbo Eben Li
Adobe PDF(3954Kb)
  |  
收藏
  |  
浏览/下载:43/17
  |  
提交时间:2024/06/06
End-to-end autonomous driving
deep reinforcement learning
world model
Deep Reinforcement Learning-Based Driving Policy at Intersections Utilizing Lane Graph Networks
期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 页码: 1 - 16
作者:
Liu, Yuqi
;
Zhang, Qichao
;
Gao, Yinfeng
;
Zhao, Dongbin
Adobe PDF(22863Kb)
  |  
收藏
  |  
浏览/下载:43/15
  |  
提交时间:2024/06/03
Reinforcement Learning
Autonomous Driving
Intersection Navigating
The Road Ahead: DAO-Secured V2X Infrastructures for Safe and Smart Vehicular Management
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 12, 页码: 4674-4677
作者:
Dai, Xingyuan
;
Vallati, Mauro
;
Guo, Rongge
;
Wang, Yutong
;
Han, Shuangshuang
;
Lin, Yilun
Adobe PDF(351Kb)
  |  
收藏
  |  
浏览/下载:79/10
  |  
提交时间:2024/03/26
Decentralized autonomous organization and operation (DAO)
vehicle-to-everything (V2X)
infrastructures
vehicular management
artificial intelligence
NVIF: Neighboring Variational Information Flow for Cooperative Large-Scale Multiagent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:
Chai, Jiajun
;
Zhu, Yuanheng
;
Zhao, Dongbin
Adobe PDF(2469Kb)
  |  
收藏
  |  
浏览/下载:62/3
  |  
提交时间:2023/11/16
Large-scale multiagent
neighboring communication
reinforcement learning (RL)
variational information flow
Parallel Transportation in TransVerse: From Foundation Models to DeCAST
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 卷号: 24, 期号: 12, 页码: 15310-15327
作者:
Zhao, Chen
;
Wang, Xiao
;
Lv, Yisheng
;
Tian, Yonglin
;
Lin, Yilun
;
Wang, Fei-Yue
Adobe PDF(4139Kb)
  |  
收藏
  |  
浏览/下载:190/10
  |  
提交时间:2023/11/16
Intelligent Transportation Systems (ITS)
Cyber-Physical-Social Systems (CPSS)
Artificial Systems, Computational Experiments, Parallel Execution (ACP)
Decentralized/Distributed Autonomous Operations and Organizations (DAO)
Decentralized Autonomous Operations and Organizations in TransVerse: Federated Intelligence for Smart Mobility
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 卷号: 53, 期号: 4, 页码: 2062-2072
作者:
Zhao, Chen
;
Dai, Xingyuan
;
Lv, Yisheng
;
Niu, Jinglong
;
Lin, Yilun
Adobe PDF(1921Kb)
  |  
收藏
  |  
浏览/下载:293/6
  |  
提交时间:2023/02/22
Intelligent Transportation Systems (ITS)
Artificial Systems, Computational Experiments, Parallel Execution (ACP)
Cyber–Physical–Social Systems (CPSS)
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)
  |  
收藏
  |  
浏览/下载:181/59
  |  
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, 卷号: 23, 期号: 11, 页码: 21861-21872
作者:
Xi, Jinhao
;
Zhu, Fenghua
;
Ye, Peijun
;
Lv, Yisheng
;
Tang, Haina
;
Wang, Fei-Yue
Adobe PDF(3316Kb)
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收藏
  |  
浏览/下载:323/42
  |  
提交时间:2022/09/19
deep reinforcement learning
online ride-hailing system
hierarchical repositioning framework
parallel coordination mechanism
mixed state
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)
  |  
收藏
  |  
浏览/下载:264/12
  |  
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)