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

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 re...

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Bibliographic Details
Published inComputer (Long Beach, Calif.) Vol. 57; no. 11; pp. 18 - 30
Main Authors Joshi, Hem Chandra, Kumar, Sandeep
Format Journal Article
LanguageEnglish
Published IEEE 01.11.2024
Subjects
Artificial intelligence
Autonomous vehicles
Industries
Prevention and mitigation
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Summary: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.
ISSN:0018-9162
1558-0814
DOI:10.1109/MC.2024.3449435