For many things in life I try to find and loosely follow some ideal ratio of explore vs. exploit. For restaurants I've found 1:3 ratio works well - 3 times eating at restaurants I know I love, then the fourth time eating somewhere I haven't been yet. Usually the new restaurant doesn't live up to my favorites, but sometimes I find a new favorite.