When I was a kid I used to go there a lot, had the best luck with baby marshmallows dried in the sun for a while to make them a little hard.
Put 3 or so on a hook and a piece of split shot, the MMs will float up off the bottom.
I don't know the rules anymore, but the cost is not that much, call the park office.
Good luck, Greg58