I had the exact same problem.
I ran the RUM again making very certain that I was launching it from an elevated command prompt, and it exited normally.
The documentation does say that it must be run elevated.
Have you tried this?
Now I need to find out how to run it elevated from a batch file or a GPP. Any ideas?