Fat Robin can be found in the same place as Robin. Sometimes, he will come down instead of Robin.
Fat Robin is similar to Robin. He is very fast and gets the 1 WP discount in Spear/Epee waza regardless of whether or not he has a crown. I prefer Robin though, due to Far Robin's lack of strength and magic.