DiffStack: A Differentiable and Modular Control Stack for Autonomous Vehicles

Péter Karkus, Boris Ivanovic, Shie Mannor, Marco Pavone

Abstract: Autonomous vehicle (AV) stacks are typically built in a modular fashion, with explicit components performing detection, tracking, prediction, planning, control, etc. While modularity improves reusa...