Yes, but they continue to run while the library is being updated. That's the point. They can get restarted once the update process finishes, which takes a lot less time than be shut down, wait for update, and be started again.

From what I know, Windows doesn't allow a library to be replaced until it's not used by anything, which is more intrusive and is IMO the root cause (though indirect) why people hate updating Windows.