Robot vacuum cleaners are autonomous devices designed to clean floors automatically. They use various sensors and programming to navigate around obstacles, avoid falls, and efficiently clean different floor surfaces. They have become increasingly popular for their convenience and ability to perform routine cleaning tasks without human intervention.