Presentations · 2026.02.25

Physics-Based Vehicle Simulation for Open- and Closed-Loop Testing of Generative Trajectory Planning

Physics-Based Vehicle Simulation for Open- and Closed-Loop Testing of Generative Trajectory Planning

Overview

Connects CarMaker vehicle-dynamics simulation to WOMD-format synthetic datasets and closed-loop trajectory-planning tests. Describes TFRecord-based offline evaluation and feedback from a running simulator. The illustrated closed-loop integration test uses a dummy sinusoidal trajectory planner.

Version: nxtAIM Open Project Day original research poster; one page

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