Windows 7 Scheduled Tasks not working with run whether user logged in or not option

I am accessing a remote computer through regular remote desktop. I have admin rights and all that good stuff and can schedule tasks. The problem that I'm having is when I select the option to "Run whether user is logged on or not" it does not work. It shows in the status as "Running". Even if I try to run it manually, it will not work.

If I change the option "Run only when user is logged on" for the same task(s) then it runs fine. Does anyone know how I can correct this or a workaround, so I can get it to run with the option to run whether I'm logged on or not? Any assistance would be appreciated.

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