We went on October 17th this year for our anniversary, and it was on a Sunday. It wasn't awfully busy. I'd say go either the first or second week of October, and it really won't be that bad at all. Check Halloween Party dates for next year as well, just so that you don't miss out on any park time due to early closure if you don't plan on attending the party.