[WinPE] Autorun.dll is corrupt

When attempting to run setup.exe from Windows PE, you may get this error message

The file ‘autorun.dll’ could not be loaded or is corrupt. Setup cannot continue.

This will happen if you install the WinPE-Setup package without installing either the WinPE-Setup-Client package or the WinPE-Setup-Server package.