A probabilistic controller, for robot navigation with behaviors, is designed using the basic mathematical framework of quantum computing. The controller changes behavior probabilities following sensor readings, behaviors depend on arena and platform properties, not just obstacles, also controller gains can be programmed by direct external signals.