Scenarios Engineering: Enabling Trustworthy and Effective AI for Autonomous Vehicles

被引:14
作者
Li, Xuan [1 ]
Wang, Fei-Yue [2 ]
机构
[1] Peng Cheng Lab, Dept Math & Theories, Shenzhen 518055, Peoples R China
[2] Chinese Acad Sci, Inst Automation, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
来源
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES | 2023年 / 8卷 / 05期
关键词
INTELLIGENCE;
D O I
10.1109/TIV.2023.3269421
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
页码:3205 / 3210
页数:6
相关论文
共 23 条
[1]   Milestones in Autonomous Driving and Intelligent Vehicles: Survey of Surveys [J].
Chen, Long ;
Li, Yuchen ;
Huang, Chao ;
Li, Bai ;
Xing, Yang ;
Tian, Daxin ;
Li, Li ;
Hu, Zhongxu ;
Na, Xiaoxiang ;
Li, Zixuan ;
Teng, Siyu ;
Lv, Chen ;
Wang, Jinjun ;
Cao, Dongpu ;
Zheng, Nanning ;
Wang, Fei-Yue .
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 8 (02) :1046-1056
[2]   Image-based traffic signal control via world models [J].
Dai, Xingyuan ;
Zhao, Chen ;
Wang, Xiao ;
Lv, Yisheng ;
Lin, Yilun ;
Wang, Fei-Yue .
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2022, 23 (12) :1795-1813
[3]   Stochastic pedestrian avoidance for autonomous vehicles using hybrid reinforcement learning [J].
Li, Huiqian ;
Huang, Jin ;
Cao, Zhong ;
Yang, Diange ;
Zhong, Zhihua .
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2023, 24 (01) :131-140
[4]   Parallel testing of vehicle intelligence via virtual-real interaction [J].
Li, Li ;
Wang, Xiao ;
Wang, Kunfeng ;
Lin, Yilun ;
Xin, Jingmin ;
Chen, Long ;
Xu, Linhai ;
Tian, Bin ;
Ai, Yunfeng ;
Wang, Jian ;
Cao, Dongpu ;
Liu, Yuehu ;
Wang, Chenghong ;
Zheng, Nanning ;
Wang, Fei-Yue .
SCIENCE ROBOTICS, 2019, 4 (28)
[5]   Parallel Learning: a Perspective and a Framework [J].
Li, Li ;
Lin, Yilun ;
Zheng, Nanning ;
Wang, Fei-Yue .
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2017, 4 (03) :389-395
[6]   A Novel Scenarios Engineering Methodology for Foundation Models in Metaverse [J].
Li, Xuan ;
Tian, Yonglin ;
Ye, Peijun ;
Duan, Haibin ;
Wang, Fei-Yue .
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 53 (04) :2148-2159
[7]   From Features Engineering to Scenarios Engineering for Trustworthy AI: I&I, C&C, and V&V [J].
Li, Xuan ;
Ye, Peijun ;
Li, Juanjuan ;
Liu, Zhongmin ;
Cao, Longbing ;
Wang, Fei-Yue .
IEEE INTELLIGENT SYSTEMS, 2022, 37 (04) :18-26
[8]   Biological eagle eye-based method for change detection in water scenes [J].
Li, Xuan ;
Duan, Haibin ;
Li, Jingchun ;
Deng, Yimin ;
Wang, Fei-Yue .
PATTERN RECOGNITION, 2022, 122
[9]   ParallelEye-CS: A New Dataset of Synthetic Images for Testing the Visual Intelligence of Intelligent Vehicles [J].
Li, Xuan ;
Wang, Yutong ;
Yan, Lan ;
Wang, Kunfeng ;
Deng, Fang ;
Wang, Fei-Yue .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (10) :9619-9631
[10]   The ParallelEye Dataset: A Large Collection of Virtual Images for Traffic Vision Research [J].
Li, Xuan ;
Wang, Kunfeng ;
Tian, Yonglin ;
Yan, Lan ;
Deng, Fang ;
Wang, Fei-Yue .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 20 (06) :2072-2084