You can doubleclick the home button as you have always done to switch between apps. An easier way is to swipe up with four fingers. It is usually much faster.
Try swiping right with four fingers. That way you can go backwards in your app history and open other apps. Swipe left with four fingers to go back. Once you have opened an app it becomes the last in line. Then you can only scroll right first.