Mattar al-Tayer, the head of Dubai's Roads & Transportation Agency, made the announcement today at the World Government Summit.
The drone, a Chinese-made EHang 184, is an egg-shaped craft with four legs sticking out, each with two small propellers.
The rider punches in a destination on a touch screen in front of the passenger seat, then the drone would fly there automatically.
The drone, which has a half-hour flight time, will be monitored remotely by a control room on the ground. EHang did not respond to a request for comment. In May, authorities in Nevada announced they would partner with EHang to test the 184.