A mobile robot can include an elongated body disposed in a vertical direction and having an approximately cylindrical shape; a user interface within an upper 20 centimeters of the body and inclined to be accessible from above and in front of the robot; at least one depth sensor that is mounted at or near a top of the body and having at least one field of view; at least one container formed within the body; and a drive mechanism disposed within the body.