Figured out a solution for myself, Since I am using Window.FEATURE_NO_TITLE I realized extending ActionBarActivity was making it crash when I press the Menu Button, so I changed it to just extend Acitivity. To fix the close and reload, I just killed the game with surfaceDestroyed method.
I don't know why ActionBarActivity is chosen as a default.