I noticed this too, I fixed it by opening the Control Center, selecting Update Manager and clicking the Properties button. There is an option in the new window to "Update Immediately" and "Complete at next computer restart"
Once I selected both of those, it hasn't bothered me again.
I'm pretty sure I tried that.