Place the white chocolate chips and peanut butter together in a microwave-safe bowl. Heat in the microwave in 30-second intervals, stirring well until it is fully melted and smooth.
Dip each marshmallow in the mixture and set onto a plate. Decorate with sprinkles. Let sit until the chocolate has completely set.