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Recent advances in reinforcement learning-based autonomous driving behavior planning: A survey 期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 卷号: 164, 页码: 28
作者:  Wu, Jingda;  Huang, Chao;  Huang, Hailong;  Lv, Chen;  Wang, Yuntong;  Wang, Fei-Yue
收藏  |  浏览/下载：1/0  |  提交时间：2024/07/22
Autonomous driving  Reinforcement learning  Behavior planning  Decision  Autonomous vehicle  
Towards the Next Level of Vehicle Automation Through Cooperative Driving: A Roadmap From Planning and Control Perspective 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4335-4347
作者:  Wang, Haoran;  Feng, Yongwei;  Tian, Yonglin;  Wang, Ziran;  Hu, Jia;  Tomizuka, Masayoshi
收藏  |  浏览/下载：6/0  |  提交时间：2024/07/03
Literature review  cooperative driving automation  planning and control  
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  
Spiking Neural Network for Ultralow-Latency and High-Accurate Object Detection 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2024, 页码: 10.1109/TNNLS.2024.3372613
作者:  Jinye Qu;  Zeyu Gao;  Tielin Zhang;  Yanfeng Lu;  Huajin Tang;  Hong Qiao
Adobe PDF(2939Kb)  |  收藏  |  浏览/下载：43/18  |  提交时间：2024/06/06
Low latency  object detection  spiking neural network (SNN)  timesteps compression  
Transformer-based Spiking Neural Networks for Multimodal Audio-Visual Classification 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2023, 页码: DOI 10.1109/TCDS.2023.3327081
作者:  Guo LY(郭凌月);  Zeyu Gao;  Jinye Qu;  Suiwu Zheng;  Runhao Jiang;  Yanfeng Lu;  Hong Qiao
Adobe PDF(3922Kb)  |  收藏  |  浏览/下载：48/15  |  提交时间：2024/05/28
Advancing Vehicular Healthcare: The DAO-Based Parallel Maintenance for Intelligent Vehicles 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 12, 页码: 4671-4673
作者:  Wang, Xingxia;  Li, Juanjuan;  Fan, Lili;  Wang, Yutong;  Li, Yuke
收藏  |  浏览/下载：55/0  |  提交时间：2024/03/26
Parallel maintenance  vehicle maintenance  DAO  vehicular healthcare  human-oriented systems  
GRAMO: geometric resampling augmentation for monocular 3D object detection 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2024, 卷号: 18, 期号: 5, 页码: 9
作者:  Guan, He;  Song, Chunfeng;  Zhang, Zhaoxiang
Adobe PDF(2242Kb)  |  收藏  |  浏览/下载：108/3  |  提交时间：2024/02/21
3D detection  monocular  augmentation  geometry  
Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 231-239
作者:  Yahui Liu;  Bin Tian;  Yisheng Lv;  Lingxi Li;  Fei-Yue Wang
Adobe PDF(8541Kb)  |  收藏  |  浏览/下载：291/173  |  提交时间：2024/01/02
Content-based Transformer  deep learning  feature aggregator  local attention  point cloud classification  
Sustainable Lifecycle Management for Automotive Development via Multi-Dimensional Circular Design Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 9, 页码: 4151-4154
作者:  Zhang, Yongkang;  Chen, Jicheng;  Teng, Siyu;  Zhang, Hui;  Wang, Fei-Yue
收藏  |  浏览/下载：150/0  |  提交时间：2023/12/21
Intelligent vehicles  Sustainable development  Recycling  Intelligent control  Energy consumption  Roads  Layout  Sustainability  intelligent vehicles  vehicle lifecycle management  energy efficiency  circular design  
Hierarchical Policy Learning With Demonstration Learning for Robotic Multiple Peg-in-Hole Assembly Tasks 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 10, 页码: 10254-10264
作者:  Yan, Shaohua;  Xu, De;  Tao, Xian
Adobe PDF(4845Kb)  |  收藏  |  浏览/下载：134/13  |  提交时间：2023/11/17
Assembly model  demonstration learning (DL)  force-based control algorithm  hierarchical reinforcement learning (HRL)  peg-in-hole assembly