Do I get awarded feathers, stars, and achievements when I play against my Facebook friends?

You do not get feathers, stars, and achievements for playing with your friends. The reason is to prevent competitors from cheating and fake profile boosting. However, player can get a third-grade achievements (Friendly fire, Join me…) in the friendly match.