This question has been asked (for example, here Using ViewPager with Tabs without actionBar), however the answer there doesn\'t work. There\'s some links to Swipey but unfor
Solution of your problem is already given in http://developer.android.com/
To disableAction-bar Icon and Title, you must do two things:
setDisplayShowHomeEnabled(false); // hides action bar icon
setDisplayShowTitleEnabled(false); // hides action bar title
Follow The Steps given in Using split action bar
Write Following Code in OnCreate()
@Override
protected void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
setContentView(R.layout.navigation_drawer);
getActionBar().setDisplayShowHomeEnabled(false); // hides action bar icon
getActionBar().setDisplayShowTitleEnabled(false); // hides action bar title
//rest of your code...
}

After Android updated Actionbar to Toolbar there are many changes in Actionbar Tabs.
Please follow below links to create swipable tabs in Andoid.
Design Structure :
Tabs Design Guidelines

Some of the very useful links are below. Please refer to them.
Download sample zip from below link
http://developer.android.com/samples/SlidingTabsBasic/index.html
Or Refer these links
http://www.android4devs.com/2015/01/how-to-make-material-design-sliding-tabs.html
http://www.exoguru.com/android/material-design/navigation/android-sliding-tabs-with-material-design.html
http://www.truiton.com/2015/06/android-tabs-example-fragments-viewpager/
https://guides.codepath.com/android/Google-Play-Style-Tabs-using-TabLayout
This may help you...