why marginBottom not working?

It is realy just a bug of the <RelativeLayout>, so you could try to wrap the RelativeLayout inside of a <LinearLayout> and set the margin there.

marginBottom has no effect if you set android:layout_height="wrap_content" for <RelativeLayout>, instead set it as match_parent and check.