In a bowl, beat peanut butter and 1/4 cup milk until smooth. In a blender, blend ice cream, remaining milk and banana (reserving 2 slices) until smooth. Beat in peanut butter mixture until just combined.
Pour into 2 glasses and garnish each with banana slice.