For years there have been chess programs that have beaten top players, but computers playing the game of Go haven’t fared so well – until now. Check out this article.
This morning, Nature published a paper describing DeepMind’s system, which makes clever use of, among other techniques, an increasingly important AI technology called deep learning. Using a vast collection of Go moves from expert players—about 30 million moves in total—DeepMind researchers trained their system to play Go on its own. But this was merely a first step. In theory, such training only produces a system as good as the best humans. To beat the best, the researchers then matched their system against itself. This allowed them to generate a new collection of moves they could then use to train a new AI player that could top a grandmaster.
Of course it’s much more fun playing against a human, isn’t it? My first choice is to play an opponent over the board. There are lots of people who enjoy playing live games over the internet on various Go servers. I suppose the good thing about that is it exposes you to a lot of players, different styles and various strengths.
For those not familiar with the game of Go, it is played with black and white stones on the intersections of a 19X19 line grid. Players alternately lay down a stone at a time with the objective of surrounding more territory than one’s opponent. The rules are simple, but it is a very complex and challenging game to play, and the learning curve it pretty steep. It takes some commitment to become a Go player.
I’ve been aware of Go for decades, but never have known much about it. One thing I recall is that it is an ancient Chinese game. It has endured for thousands of years, which is amazing.
Yes, it came from China, but was adopted by the Japanese. In Chinese it’s weichi. In Japanese it’s Go and in Korea it is Baduk. It’s a beautiful game.
I am reminded of Go (or at least the game’s concept) every time I play our new board game, Sequence. I will be challenging the Spousal Unit to a round or two this weekend!
You should try go….it isn’t easy but it’s the most wonderful game to play.