Windows Task Manager - Unattended

You cannot run something using task manager ( well, you can open the run command, but that is not task manager it self )
So i think you mean Windows Scheduler ? Then yes

But that has some restriction, like you cannot do it while the screen is locked, in that case you need HD robots