I usually give about 1 to 1.5 cm of sand and it worked fine for my robos.
I started out giving them much more, and they really did love digging in deeper layers, but they will kick almost all the sand out of the dish by one night, so I gave up on that idea. XD
Good luck on your search for your robos!