After connecting from my home via remote desktop, both my screens are black when I arrive at work. The only thing I can see is a mouse pointer on one of the screens. I then seem to have only two choices: rebooting or working from a remote desktop connection, which works fine.
It did happen every time I tried last week.
However, I did the same from my laptop in a meeting room today, and I didn't have any problem.