This is not an answer, just an observation. The probability of returning to the origin eventually is 1 (approaches 1 as the number of steps approaches infinity). This is Pólya's famous 1921 [result][1]. The same is true for reaching any fixed point $(x,y)$: the probability of reaching it is 1. <strike> My *guess* is that the probability of reaching $(x,y)$ before hitting the origin (or any other fixed point) is likely still 1. But this is only a guess</strike>. As pointed out in the comments, this was a terrible guess! [1]: http://mathworld.wolfram.com/PolyasRandomWalkConstants.html