A system can autonomously or semi-autonomously guide a driver to a dock or parking location. The system can include a sensor or sensors that collect data to create a map of the dock or parking location, a user interface that allows the driver to select a dock or a feature in the map and to determine the final pose of the tractor and trailer, and a planner that creates a kinematically-correct and obstacle-free trajectory from the current location to the dock or parking location. The system can provide user aids, such as a ground guide avatar or avatars, that provide the distance to the dock, speed and turning directions, or other guidance.