I changed SQL Server Agent to use my account. The default one does not work.
I changed SQL Server Database Engine to use my account. The default one does not work.
MSDN articles mentions to use the Local System account. That does not exist in Windows 8.1.
That is the only way I can make this thing work. However, I do not know if this is a proper setup.