Combine all ingredients, except chocolate chips in a medium sized bowl. Stir until the mixture is smooth and creamy.
Pour peanut butter mixture into a 9x13 pan.
Melt chocolate chips in the microwave (at 50% power) for 1-2 minutes. Stir chocolate and pour over the peanut butter mixture. Spread chocolate with a spatula. To even out chocolate, tap pan on the counter.
Refrigerate bars for one hour. Cut while bars are still cool.