Comment 28 for bug 833729

I've never used RDP, perhaps it's different. With nx nomachine I get two independent sessions. There are a few gotchas, e.g. only one Firefox allowed so it won't run in both at once, but basically it just works.

Maybe you could install NX, I see they do a mac client.