In a medium saucepan, combine all ingredients except peanut butter and oats and cook over medium heat. Let boil for 5 minutes, stirring constantly.
Remove from heat and stir in peanut butter and oats.
Spoon out quickly onto wax paper or aluminum foil. Cookies will harden as they set.
Submitted by: Hilary