Without any lookahead search, the neural networks play Go at the level of state-of-the-art Monte Carlo tree search programs that simulate thousands of random games of self-play.

Part 1: Monte Carlo Tree Search ¶ One of the intriguing features of the AlphaZero game-playing program is that it learned to play chess extremely well given only the rules of chess, and no special ...