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Vehicle dynamic dispatching using curriculum-driven reinforcement learning 期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2023, 卷号: 204, 页码: 16
作者:  Zhang, Xiaotong;  Xiong, Gang;  Ai, Yunfeng;  Liu, Kunhua;  Chen, Long
收藏  |  浏览/下载：2/0  |  提交时间：2024/03/26
Reinforcement learning  Curriculum learning  Vehicle dispatching  Network optimization  
Parallel Testing for Centralized Traffic Control Systems of Intelligent Railways 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 9, 页码: 4249-4262
作者:  Xu, Wei;  Dai, Xingyuan;  Zhao, Chen;  Tang, Yiqing;  Cheng, Jie;  Qu, Zhiyou;  Zhang, Tao;  Lv, Yisheng
收藏  |  浏览/下载：67/0  |  提交时间：2023/12/21
Centralized traffic control  high-speed railway systems  intelligent testing  parallel intelligence  artificial intelligence  railway dispatching systems  
Transportation Efficiency Evaluation Under the Policies of Energy Savings and Emissions Reduction 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2023, 页码: 20
作者:  Xie, Qiwei;  Shi, Kun;  Wu, Xiao;  Huang, Wuling;  Zheng, Xiaolong;  Li, Yongjun
收藏  |  浏览/下载：67/0  |  提交时间：2023/11/16
Transportation  Economics  Carbon dioxide  Energy consumption  Transportation industry  Analytical models  Renewable energy sources  
Optimized Multicar Dynamic Route Planning Based on Time-Hierarchical Graph Model 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2023, 页码: 15
作者:  Song, Qing;  Li, Xiaolei;  Gao, Chao;  Shen, Zhen;  Xiong, Gang
收藏  |  浏览/下载：73/0  |  提交时间：2023/11/16
Automobiles  Planning  Roads  Vehicles  Optimization  Computer architecture  Real-time systems  
Airport Capacity Prediction With Multisource Features: A Temporal Deep Learning Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 卷号: 24, 期号: 1, 页码: 615-630
作者:  Du, Wenbo;  Chen, Shenwen;  Li, Haitao;  Li, Zhishuai;  Cao, Xianbin;  Lv, Yisheng
收藏  |  浏览/下载：35/0  |  提交时间：2023/11/16
Airport capacity  predictive model  multi-channel fusion structure  machine learning  deep learning  
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 8
作者:  Du, Wenbo;  Li, Biyue;  Chen, Jun;  Lv, Yisheng;  Li, Yumeng
收藏  |  浏览/下载：151/0  |  提交时间：2022/11/14
Complexity theory  Atmospheric modeling  Spatiotemporal phenomena  Predictive models  Deep learning  Correlation  Air traffic control  
Robot-Guided Crowd Evacuation in a Railway Hub Station in Case of Emergencies 期刊论文
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2022, 卷号: 104, 期号: 4, 页码: 14
作者:  Zhou, Min;  Dong, Hairong;  Ge, Shichao;  Wang, Xiao;  Wang, Fei-Yue
收藏  |  浏览/下载：160/0  |  提交时间：2022/06/10
Robot guided crowd evacuation  Modified social force model  Railway hub station  Robot distribution  Cooperative mechanism  Emergencies  
Perturbation Inactivation Based Adversarial Defense for Face Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2947-2962
作者:  Ren, Min;  Zhu, Yuhao;  Wang, Yunlong;  Sun, Zhenan
Adobe PDF(5658Kb)  |  收藏  |  浏览/下载：216/41  |  提交时间：2022/11/14
Face recognition  Perturbation methods  Robustness  Immune system  Principal component analysis  Deep learning  Training  Adversarial machine learning  deep learning  graph neural network  face recognition  
Unsupervised Anomaly Detection for Surface Defects with Dual-Siamese Network 期刊论文
IEEE Transactions on Industrial Informatics, 2022, 卷号: 1, 期号: 1, 页码: 1-11
作者:  Tao X(陶显);  Da-Peng Zhang;  Ma WZ(马文治);  Hou ZX(侯占新);  Lu ZF(逯正峰);  Chandranath Adak
Adobe PDF(8384Kb)  |  收藏  |  浏览/下载：231/52  |  提交时间：2022/03/03
缺陷检测  
Deep Deterministic Policy Gradient for High-Speed Train Trajectory Optimization 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 13
作者:  Ning, Lingbin;  Zhou, Min;  Hou, Zhuopu;  Goverde, Rob M. P.;  Wang, Fei-Yue;  Dong, Hairong
收藏  |  浏览/下载：138/0  |  提交时间：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