Except I didn't cut the wrappers in half (which would have made them easier to work with, the smaller the better) and I put them over medium heat in a skillet for a little too long, instead of just dipping them into a bowl of hot water.
To read a recipe on Spring Rolls that gives you a clear overview of how to cook rice wrappers, this site helped.