Place the peanut butter, chocolate chips, and butter into a large microwave-safe bowl. Heat in the microwave in 30-second intervals, stirring well until it is fully melted and smooth.
Stir in the cereal, coating it fully. Add in the powdered sugar, covering the cereal fully. Fold in the mini marshmallows.