Goto Menu : Window -> Android SDK Manager

Now check under the latest API level for me its Android L (API 20, L preview) , you will see Documentation for Android L Preview SDK simply select it and get it installed.
If you want to refer Android docs online, you can see it on the Android developer website :
link : http://developer.android.com/reference/packages.html