2 papers
cs.CV2025
From Failures to Fixes: LLM-Driven Scenario Repair for Self-Evolving Autonomous Driving
Xinyu Xia, Xingjun Ma, Yunfeng Hu +3
Ensuring robust and generalizable autonomous driving requires not only broad scenario coverage but also efficient repair of failure cases, particularly those related to challenging…
cs.AI2023
Adversarial Driving Behavior Generation Incorporating Human Risk Cognition for Autonomous Vehicle Evaluation
Zhen Liu, Hang Gao, Hao Ma +5
Autonomous vehicle (AV) evaluation has been the subject of increased interest in recent years both in industry and in academia. This paper focuses on the development of a novel fra…