This is an issue for me as well, if the RDP goes full screen it disappears from the task bar, if I were to then minimize it, it is STILL not in the taskbar and I have to go to the Task Manager and "Bring to Front" on it just to see it. This is a REALLY annoying problem that I am only getting in windows 10, I have many co-workers also having this same issue.
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