As you noted, you will be arriving late. Since you don't need tickets, it could be worth trying. However, adding in the bus ride to the park takes away more time Only you can really decide if its worth going to a park for 2 hours.
Another option is to go to DS. Lots of things going on there late into the evening and always fun.