Some vacuum cleaner robots can produce loud noise during operation, which can be bothersome, especially in quiet environments. This can be caused by various factors such as loose parts, worn-out components, or a malfunctioning motor. Regular maintenance and timely repairs can help reduce the noise level of the robot.