Artificial Intelligence Failures in Autonomous Vehicles: Causes, Implications, and Prevention

被引:0
作者
Joshi, Hem Chandra [1 ]
Kumar, Sandeep [1 ]
机构
[1] Indian Inst Technol Roorkee, Roorkee 247667, India
关键词
Industries; Prevention and mitigation; Artificial intelligence; Autonomous vehicles;
D O I
10.1109/MC.2024.3449435
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We comprehensively explore the causes of artificial intelligence failures in autonomous vehicles and their implications, proposing strategies and technological solutions to prevent these failures. We also outline key research directions for future research and offer actionable recommendations for researchers, policymakers, and industry professionals.
引用
收藏
页码:18 / 30
页数:13
相关论文
共 50 条
  • [41] Artificial Intelligence in the Government: Responses to Failures and Social Impact
    Longoni, Chiara
    Cian, Luca
    Kyung, Ellie
    PROCEEDINGS OF THE 2022 AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY, AIES 2022, 2022, : 446 - 446
  • [42] Autonomous Flight Vehicle Incorporating Artificial Intelligence
    Makadia, Jeet
    Pashchapur, Ravi
    Dhulasawant, Tushar
    Gopal, Yakshith G.
    Raj, Deepak P. Y.
    2020 INTERNATIONAL CONFERENCE ON COMPUTATIONAL PERFORMANCE EVALUATION (COMPE-2020), 2020, : 419 - 425
  • [43] Editorial: The governance of artificial intelligence in the "autonomous city"
    Cugurullo, Federico
    Barns, Sarah
    Del Casino Jr, Vincent J.
    Gulsrud, Natalie M.
    Yigitcanlar, Tan
    Zhang, Xiaoling
    FRONTIERS IN SUSTAINABLE CITIES, 2023, 5
  • [44] Artificial Intelligence, Autonomous Drones and Legal Uncertainties
    Hartmann, Jacques
    Jueptner, Eva
    Matalonga, Santiago
    Riordan, James
    White, Samuel
    EUROPEAN JOURNAL OF RISK REGULATION, 2023, 14 (01) : 31 - 48
  • [45] Artificial Intelligence for Autonomous Molecular Design: A Perspective
    Joshi, Rajendra P.
    Kumar, Neeraj
    MOLECULES, 2021, 26 (22):
  • [46] Crowdsensing Intelligence by Decentralized Autonomous Vehicles Organizations and Operations
    Zhu, Zhengqiu
    Wang, Xiao
    Zhao, Yong
    Qiu, Sihang
    Liu, Zhong
    Chen, Bin
    Wang, Fei-Yue
    IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 7 (04): : 804 - 808
  • [47] Artificial Intelligence for Trusted Autonomous Satellite Operations
    Thangavel, Kathiravan
    Sabatini, Roberto
    Gardi, Alessandro
    Ranasinghe, Kavindu
    Hilton, Samuel
    Servidia, Pablo
    Spiller, Dario
    PROGRESS IN AEROSPACE SCIENCES, 2024, 144
  • [48] Review of the state of the art in autonomous artificial intelligence
    Petar Radanliev
    David De Roure
    AI and Ethics, 2023, 3 (2): : 497 - 504
  • [50] CHALLENGES IN HOMOLOGATION PROCESS OF VEHICLES WITH ARTIFICIAL INTELLIGENCE
    Zoldy, Mate
    Szalay, Zsolt
    Tihanyi, Viktor
    TRANSPORT, 2020, 35 (04) : 447 - 453