A solution for performing a set of tasks using one or more robotic devices is provided. The robotic device can be configured to perform each task using one or more effector devices, one or more sensor devices, and a hybrid control architecture including a plurality of dynamically changeable levels of autonomy. The levels of autonomy can include: full autonomy of the robotic device, teleoperation of the robotic device by a human user, and at least one level of shared control between the computer system and the human user.