Has anybody seen/created a gps guided vehicle with arduino?
Yes, someone (not me) has: https://www.youtube.com/watch?v=3-r2Jk0uA6U

I doubt it would work very well with non-flying vehicles - in the air, a 3 meter margin of error is fine, on the ground it's the difference between the sidewalk and the middle of the road.