Does your local Windows taskbar sometimes cover your RDP taskbar?

Yes. I put my taskbar on the side in the RDP server so it's obvious. I can usually get the RDP window to be properly on to again by fiddling with the RDP window settings and turning things off and on again (I forget exactly what).