You will get all sorts of answers to this question. In short, yes, they can be part of a paleo diet. You a more thorough answer on this topic here. Generally speaking, the only time I would recommend avoiding potatoes is if you have poor carbohydrate tolerance (in which I would recommend limiting sweet potatoes as well) or have an intolerance to nightshades.