Empowering Autonomous Driving with Large Language Models: A Safety Perspective

Y Wang, R Jiao, C Lang, SS Zhan, C Huang… - arXiv preprint arXiv …, 2023 - arxiv.org
Autonomous Driving (AD) faces crucial hurdles for commercial launch, notably in the form of
diminished public trust and safety concerns from long-tail unforeseen driving scenarios. This …

Verification and Design of Robust and Safe Neural Network-enabled Autonomous Systems

Q Zhu, W Li, C Huang, X Chen, W Zhou… - 2023 59th Annual …, 2023 - ieeexplore.ieee.org
Neural networks are being applied to a wide range of tasks in autonomous systems, such as
perception, prediction, planning, control, and general decision making. While they may …