Launcher Icon is not Shown in Oreo 8.0/8.1

This might not be the ideal solution. But deleting the directory named mipmap-anydpi-v26 will resolve the issue if you have correct icons in relevant folders.

Yes, I also faced the same issue in Android Oreo.

1) Add your images by adding in Image Vector