Yes, you can use a robot vacuum as the main cleaning tool on vinyl floors. Robotic vacuum cleaners are equipped with advanced technologies. They are able to map their way around the floor and adjust the cleaning settings based on their surroundings. Not only will clean the floor, but they will also reach the tight corners and crevices.