Special Italian Cream Puffs with Custard Filling

Ingredients:

1 (3.9 oz) box instant chocolate pudding mix

1 cup cold milk

1 (8 oz) tub Cool Whip, thawed

1/2 cup creamy peanut butter

1/4 cup mini peanut butter cups or Reese's Pieces, chopped (optional, for garnish)