Yes, it is possible. The terrain is mostly flat, but there is a very strong wind. I think some of the road is unpaved.
According to Google maps, it's ~500km. The roads are interrupted at the border crossings, so it cannot calculate a route, but in reality a road exists there.
Given the high prices of international one-way rental + additional foreign insurance required, I'd take a bus and rent a car at the destination.