Curse of rarity for autonomous vehicles

The curse of rarity—the rarity of safety-critical events in high-dimensional variable spaces—presents significant challenges in ensuring the safety of autonomous vehicles using deep learning. Looking at it from distinct perspectives, we identify three potential approaches for addressing the issue. T...

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Bibliographic Details
Published in:Nature communications 2024-06, Vol.15 (1), p.4808-5, Article 4808
Main Authors: Liu, Henry X., Feng, Shuo
Format: Article
Language:English
Subjects:
639/166/986
639/166/988
Autonomous vehicles
Comment
Decision making
Deep learning
Humanities and Social Sciences
multidisciplinary
Probability distribution
Roads & highways
Safety
Safety critical
Science
Science (multidisciplinary)
Simulation
Vehicles
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