Combine peanut butter and honey in a bowl. Microwave until peanut butter melts, approximately 20 seconds.
Stir cinnamon and vanilla into peanut butter mixture.
Add oatmeal and mix well.
Spread onto prepared baking sheet and bake for 7-8 minutes or until cereal is toasted.
Remove from oven; cool.