AlphaGo’s search algorithm is much more human-like than previous approaches. For example, when Deep Blue played chess, it searched by brute force over thousands of times more positions than AlphaGo.
http://googleresearch.blogspot.com/2016/01/alphago-mastering-ancient-game-of-go.html?