Yep - same here. I've got a standard Logitech USB controller, and no joy. Keyboard controls are - well, I can't tell what keys do what. Also, as someone else mentioned, the "hint" icons all seem to be missing. I can't tell if this is a bad build, or a bad install, but I'm done messing with it.
Too bad, the design looks pretty nice.