A simple strategy for opening an unknown door

Many robotic applications involve interactions with a simple mechanism, such as opening a door or turning a crank. Implementing such tasks using standard controllers may require precise knowledge of the kinematics or result in prohibitively large internal forces. We propose a simple method that learns the shape of the mechanism while in motion and generates little internal forces, in essence following the path of least resistance. The discussion is illustrated experimentally.