The top layer of the scalable vehicle dynamics control architecture is a generic application layer that includes interactive driving, remote control of the vehicle and semi- or fully autonomous driving. For the latter, motion planning is required as a component. Research activities in this area mainly include image-based control and artificial intelligence agents, online path planning, path following control and cooperative vehicle following control.