I think you might not have the Android-18 sdk installed. Go to Tools > Android > SDK Manager and check to see if Android 4.3 (API 18) is installed.

Resource Reference

• http://stackoverflow.com/questions/18068920/android-studio-failed-to-find-target-android-18