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Elastic Tracking Operation Method for High-speed Railway using Deep Reinforcement Learning Journal article
Zhang,Liqing, U,Leong Hou, Zhou,Mingliang, Yang,Feiyu. Elastic Tracking Operation Method for High-speed Railway using Deep Reinforcement Learning[J]. IEEE Transactions on Consumer Electronics, 2024, 70(1), 3384-3391.
Authors:  Zhang,Liqing;  U,Leong Hou;  Zhou,Mingliang;  Yang,Feiyu
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:4.3/3.9 | Submit date：2023/08/03
Train Operation  Moving Block  Elastic Tracking  Td3  Cuckoo Search  
An Intelligent Train Operation Method Based on Event-Driven Deep Reinforcement Learning Journal article
Zhang, Liqing, U, Leong Hou, Zhou, Mingliang, Li, Zhenning. An Intelligent Train Operation Method Based on Event-Driven Deep Reinforcement Learning[J]. IEEE Transactions on Industrial Informatics, 2021, 18(10), 6973-6980.
Authors:  Zhang, Liqing;  U, Leong Hou;  Zhou, Mingliang;  Li, Zhenning
Favorite | TC[WOS]:15 TC[Scopus]:19  IF:11.7/11.4 | Submit date：2022/05/13
Deep Deterministic Policy Gradient (Ddpg)  Deep Reinforcement-based Train Operation (Drto)  Event Driven  
A flexible and robust train operation model based on expert knowledge and online adjustment Journal article
Zhang, Chun-Yang, Chen, Dewang, Yin, Jiateng, Chen, Long. A flexible and robust train operation model based on expert knowledge and online adjustment[J]. INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2017, 15(3).
Authors:  Zhang, Chun-Yang;  Chen, Dewang;  Yin, Jiateng;  Chen, Long
Favorite | TC[WOS]:3 TC[Scopus]:6  IF:0.9/1.1 | Submit date：2018/10/30
Automatic Train Operation  Data-driven Control  Online Adjustment  Expert Knowledge  
Data-driven train operation models based on data mining and driving experience for the diesel-electric locomotive Journal article
Zhang C.-Y., Chen D., Yin J., Chen L.. Data-driven train operation models based on data mining and driving experience for the diesel-electric locomotive[J]. Advanced Engineering Informatics, 2016, 30(3), 553-563.
Authors:  Zhang C.-Y.;  Chen D.;  Yin J.;  Chen L.
Favorite | TC[WOS]:20 TC[Scopus]:26 | Submit date：2019/02/13
Automatic Train Operation  Data-driven Train Operation Model  Ensemble Learning  Machine Learning  Manual Driving  
Online adjusting subway timetable by q-learning to save energy consumption in uncertain passenger demand Conference paper
Yin J., Chen D., Zhao W., Chen L.. Online adjusting subway timetable by q-learning to save energy consumption in uncertain passenger demand[C], 2014, 2743-2748.
Authors:  Yin J.;  Chen D.;  Zhao W.;  Chen L.
Favorite | TC[WOS]:5 TC[Scopus]:10 | Submit date：2019/02/13
Energy-efficient  Intelligent Train Operation  Q-learning  Subway System  Timetable