My Civ VI game would not quit today, even with the Task Manager. I had walked away and come back after an hour, and my computer was still stuck on the Civ VI screen.
I hit ctrl-alt-delete then signed out of Windows 10. When I signed back in, Civ VI was finally gone.
The problem with this method is that any other programs running in the background would also have been forced to quit.