This demo illustrates the work conducted in the RIA Group for several years, aiming at designing algorithms that will enable a multibody vehicle with nonholonomic constraints to navigate in a partially know environment. Although the demo works most of the time in the corridors of the laboratory, it can be settled down very quickly in a completely unknown environment.