Learning Direct Control Policies with Flow Matching for Autonomous Driving

Marcello Ceresini, Federico Pirazzoli, Andrea Bertogalli +5

We present a flow-matching planner for autonomous driving that directly outputs actionable control trajectories defined by acceleration and curvature profiles. The model is conditi…