Reliable safety decision-making for autonomous vehicles: a safety assurance reinforcement learning

<p>Reinforcement learning (RL) can improve autonomous vehicles (AVs) by supporting adaptive decision-making, but it faces challenges in providing reliable safety across diverse scenarios. This research presents safety assurance RL (SARL), which embeds the safety assurance based on Responsibili...

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Main Author: Yuchen Niu (8104454) (author)
Other Authors: Yongjie Wang (152774) (author), Mei Xiao (1931011) (author), Wenying Zhu (11534236) (author), Tao Wang (12008) (author)
Published: 2024
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