Cleaning it won't fix the problem but do it anyway. You can use carb cleaner if it's gross. I'll bet it's not too dirty. Perhaps by removing the throttle body you'll find the problem. I'm thinking it's something simple. Perhaps the plug on top is not seated all the way or a hose is off on the underside of the throttle body.

Les