The Candy Store Bandit is a criminal that robs candy stores. His last heist was at Chupo's Candy Store, where he tied up and gagged mr chupo with a rag but was accidentally foiled by Bart Simpson. Bart asked for his reward to be paid in candy bars much to Homer's dismay.
Behind the Laughter
It is possible he appears again in a couch gag where he and another man stole the couch.