Right aligned ActionBarDrawerToggle for RTL languages

Is it possible to customize ActionBarDrawerToggle to put its icon on the right side of action bar?

The layout_gravity="right" applied to DrawerLayout ListView is only affecting the list of menus not the ActionBarDrawerToggle.