Deep Learning: AlphaGo Zero Explained In One Picture

Recently Google DeepMind announced AlphaGo Zero -- an extraordinary achievement that has shown how it is possible to train an agent to a superhuman level in the highly complex and challenging domain of Go, 'tabula rasa' -- that is, from a blank slate, with no human expert play used as training data. It thrashed the previous reincarnation 100–0, using only 4TPUs instead of 48TPUs and a single neural network instead of two. Click on the image to zoom in. To read more and access the full cheat sheet, click here.