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基于深度强化学习的高铁列车运行调整方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  王银
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高速铁路  智能调度  列车运行调整  列车运行图  强化学习  
面向连续控制任务的深度强化学习值函数估计研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院大学, 2022
Authors:  何强
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深度强化学习  值函数估计  值函数表示  集成强化学习  
Modeling and Simulation of Crowd Evacuation With Signs at Subway Platform: A Case Study of Beijing Subway Stations 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 2, 页码: 1492-1504
Authors:  Zhou, Min;  Dong, Hairong;  Wang, Xiao;  Hu, Xiaoming;  Ge, Shichao
Favorite  |  View/Download:17/0  |  Submit date:2022/03/17
Public transportation  Data models  Safety  Solid modeling  Force  Rails  Crowd evacuation modeling  emergency sign  social force model  distribution scheme  navigational force  
A Lane-Level Road Marking Map Using a Monocular Camera 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 187-204
Authors:  Wonje Jang;  Junhyuk Hyun;  Jhonghyun An;  Minho Cho;  Euntai Kim
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Autonomous driving  lane-level map  road lane  road marking map  symbolic road marking  weighted loss  
Large-Scale Group Decision Making: A Systematic Review and a Critical Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 949-966
Authors:  Diego García-Zamora;  Álvaro Labella;  Weiping Ding;  Rosa M. Rodríguez;  Luis Martínez
Adobe PDF(11684Kb)  |  Favorite  |  View/Download:13/1  |  Submit date:2022/05/30
Challenges  large-scale consensus models  large-scale group decision making (LSGDM)  systematic review  
A Semi-supervised End-to-end Framework for Transportation Mode Detection by Using GPS-enabled Sensing Devices 期刊论文
IEEE Internet of Things Journal, 2022, 卷号: 9, 期号: 10, 页码: 7842-7852
Authors:  Zhishuai Li;  Gang Xiong;  Zebing Wei;  YIsheng Lv;  Noreen Anwar;  Fei-Yue Wang
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Transportation mode detection , Semi-supervised learning, Human mobility , GPS trajectory.  
基于图卷积神经网络的城市交通流量预测方法研究 学位论文
, 自动化大厦十三层第一会议室: 中国科学院自动化研究所, 2021
Authors:  方深
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深度学习  图卷积神经网络  城市交通流量预测  时空数据挖掘  
Integration of Train Control and Online Rescheduling for High-Speed Railways in Case of Emergencies 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 9
Authors:  Dong, Hairong;  Liu, Xuan;  Zhou, Min;  Zheng, Wei;  Xun, Jing;  Gao, Shigen;  Song, Haifeng;  Li, Yidong;  Wang, Fei-Yue
Favorite  |  View/Download:16/0  |  Submit date:2022/01/27
Rail transportation  Control systems  Delays  Dispatching  Trajectory  Wind  Optimization  Carrying capacity  emergencies  high-speed railways (HSRs)  integration  online rescheduling  train control  
Deep Deterministic Policy Gradient for High-Speed Train Trajectory Optimization 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 13
Authors:  Ning, Lingbin;  Zhou, Min;  Hou, Zhuopu;  Goverde, Rob M. P.;  Wang, Fei-Yue;  Dong, Hairong
Favorite  |  View/Download:16/0  |  Submit date:2022/01/27
Rail transportation  Training  Heuristic algorithms  Resistance  Optimal control  Trajectory optimization  Switches  High-speed railway  train trajectory optimization  deep deterministic policy gradient  energy efficiency  
An IVC-Based Nuclear Emergency Parallel Evacuation System 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 卷号: 8, 期号: 4, 页码: 844-855
Authors:  Tan, Ke;  Yang, Linyao;  Liu, Xin;  Xu, Yancai;  Lin, Jiazhen;  Wang, Xiao;  Wang, Fei-Yue
Adobe PDF(2418Kb)  |  Favorite  |  View/Download:51/2  |  Submit date:2021/11/02
Computational modeling  Planning  Optimization  Roads  Mathematical model  Collaboration  Power generation  ACP  intelligent vehicle collaborative system  nuclear evacuation  optimization  parallel intelligence