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Knowledge Commons of Institute of Automation,CAS
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复杂系统管理与控制国... [8]
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An Agent-Based Traffic Recommendation System: Revisiting and Revising Urban Traffic Management Strategies
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 13
Authors:
Jin, Junchen
;
Rong, Dingding
;
Pang, Yuqi
;
Ye, Peijun
;
Ji, Qingyuan
;
Wang, Xiao
;
Wang, Ge
;
Wang, Fei-Yue
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View/Download:48/0
  |  
Submit date:2022/07/25
Switches
Control systems
Timing
Task analysis
Behavioral sciences
Analytical models
Research and development
Agent-based recommendation system
deep recommendation
human-in-the-loop
operation on-demand
traffic management strategies
A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
Authors:
Jin, Junchen
;
Rong, Dingding
;
Zhang, Tong
;
Ji, Qingyuan
;
Guo, Haifeng
;
Lv, Yisheng
;
Ma, Xiaoliang
;
Wang, Fei-Yue
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View/Download:45/0
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Submit date:2022/06/06
Roads
Predictive models
Data models
Recurrent neural networks
Generators
Computer architecture
Deep learning
Short-term link speed prediction
signalized urban networks
Wasserstein generative adversarial network
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
Authors:
Li, Xiaoshuang
;
Wang, Xiao
;
Zheng, Xinhu
;
Jin, Junchen
;
Huang, Yanhao
;
Zhang, Jun Jason
;
Wang, Fei-Yue
Adobe PDF(1244Kb)
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View/Download:64/10
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Submit date:2021/12/28
Deep reinforcement learning
Behavioral cloning
Dynamic demonstration
Double DQN
基于动态示教数据和行为克隆的深度Q学习网络优化方法
专利
专利类型: 发明专利, 专利号: ZL202011338992.0, 申请日期: 2021-06-29,
Inventors:
李小双
;
王晓
;
王飞跃
;
金峻臣
;
陈薏竹
Adobe PDF(1330Kb)
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View/Download:54/3
  |  
Submit date:2022/06/21
PRECOM: A Parallel Recommendation Engine for Control, Operations, and Management on Congested Urban Traffic Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 23, 期号: 7, 页码: 11
Authors:
Jin, Junchen
;
Rong, Dingding
;
Pang, Yuqi
;
Zhu, Fenghua
;
Guo, Haifeng
;
Ma, Xiaoliang
;
Wang, Fei-Yue
Favorite
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View/Download:44/0
  |  
Submit date:2022/01/27
Engines
Control systems
Urban areas
Process control
Roads
Generators
Spatiotemporal phenomena
Spatial-temporal recommender system
urban traffic control
parallel traffic management
human-in-the-loop system
An End-to-End Recommendation System for Urban Traffic Controls and Management Under a Parallel Learning Framework
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 3, 页码: 1616-1626
Authors:
Jin, Junchen
;
Guo, Haifeng
;
Xu, Jia
;
Wang, Xiao
;
Wang, Fei-Yue
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View/Download:74/0
  |  
Submit date:2021/04/27
Control systems
Urban areas
Timing
Adaptive systems
Real-time systems
Recurrent neural networks
Process control
Intelligent traffic control
traffic signal control
parallel learning
recommendation systems
deep neural networks
Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 23, 期号: 6, 页码: 5128-5137
Authors:
Li, Xiaoshuang
;
Ye, Peijun
;
Jin, Junchen
;
Zhu, Fenghua
;
Wang, Fei-Yue
Adobe PDF(2319Kb)
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View/Download:52/3
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Submit date:2022/01/27
Generative adversarial networks
Data models
Gallium nitride
Task analysis
Complex systems
Intelligent traffic signal operations
deep behavioral cloning
Deep Imitation Learning for Traffic Signal Control and Operations Based on Graph Convolutional Neural Networks
会议论文
, Rhodes, Greece, 2020-9
Authors:
Li Xiaoshuang
;
Guo Zhongzheng
;
Dai Xingyuan
;
Lin Yilun
;
Jin Junchen
;
Zhu Fenghua
;
Wang Fei-Yue
Adobe PDF(314Kb)
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View/Download:41/7
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Submit date:2022/06/16