Yes, you can! This recipe is actually very similar to my Milk Bread for Bread Machine recipe so you can follow instructions from that recipe up to the step of making the dough and 1st proof. But my milk bread rolls recipe is different after that so be sure to come back and follow the instructions in this recipe.