Research papers · Posted 2026.10.03 · Preprint

Human Behavior-Informed Crash Scenario Generation with Real-World Crash Priors for Autonomous Vehicle Safety Evaluation

Human Behavior-Informed Crash Scenario Generation with Real-World Crash Priors for Autonomous Vehicle Safety Evaluation

Overview

CrashSim guides multi-agent simulation using real crash distributions and pre-impact human behavior. The resulting nuCrash scenarios support closed-loop planner evaluation and analysis of differing safety capabilities and failure patterns.

Author-supplied source information

Author-supplied information on arXiv.

19 pages, 8 figures

Version: v1

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