Try adding this in your Activity's onCreate. Works on almost every Android version.
actionBar.setTitle(Html.fromHtml("<font color='#ffff00'>Your Title</font>"));
or
getSupportActionBar().setTitle(Html.fromHtml("<font color='#ffff00'>Your Title</font>"));