How do I restore my project to an older version in Android Studio?

Switch view to Android in the left part of the Android Studio, right-click the app node, Local History, Show History. Then find the revision you want back, right click it and choose Revert. Your whole project will be reverted to this state.

Right click on a class file, and select "Local History". This will also work on directories.