A Better Course

The problem with hill-climbing is it can only see local maxima, it doesn't have any visibility into where the global maxima lie in the space. If you blindly hill-climb, you will end up at the top of the nearest hill, terrified to move because all derivatives point down, while the giant mountain of game design awesomeness is sitting right over there.