Towards System-Level Evaluation of Driving Functions

Overview

Studies system-level evaluation by connecting NuPlan, ScenarioNet and UniTraj with prediction models and motion planners. Examines the relationship between open-loop prediction metrics and closed-loop planning, including temporal consistency, mode diversity, long-tail scenarios and reactive generative agents.