Homemade Rocky Road Ice Cream . . . this rich and creamy chocolate ice cream is packed with toasted almonds and marshmallows. An unbeatable ice cream recipe! Rocky road ice cream has always been one of my favorites. The toasted almonds are my favorite part, and some store bought varieties don't have many of them.