A remote-controlled, autonomous, or semi-autonomous vacuum cleaner for raised floor environments comprises a vacuum cleaner especially configured to clean tight, hard-to-reach areas, such as the space between the floor and the raised panels of a raised access floor system and a control module for remotely operating the vacuum cleaner.