Why No American Olympic Baseballers?

I was just watching the olympics yesterday, and saw the Aussies crush the Japs (gold medal favourites) and take the silver medal. Why doesn't America, home of baseball, have an olympic baseball team? Is it because the major league is still going and doesn't want to give up its players?