GPS guided arduino help and advice

What sort of robot did you have in mind ?

The main problems with using GPS for experimental robots are (a) it doesn't work well indoors and (b) the random errors in position calculations of roughly 2-3 metres create a lot of practical difficulting in using GPS for small-scale and low speed applications.