Is there a manufacturers name on the ESC? If it's like the other hobbywing Ezrun, then it's programmable. I would look for any indication of manufacturer/model # on the ESC and try googling that.

Maybe a dumb question, but you are double-clicking the throttle to get it into reverse aren't you?