You only integrate when the random variable is continuous. From what you posted, it's pretty obvious that X and Y are taking on discrete values and are therefore discrete random variables.

Pr(X > Y) = Pr(X = 1 and Y = 0) + Pr(X = 2 and Y = 0) + Pr(X = 2 and Y = 1) + ......