We also introduce a new search algorithm that combines Monte Carlo simulation with value and policy networks. David Silver, et al., "Mastering the game of Go with deep neural networks and tree search" https://www.nature.com/articles/nature…

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. David Silver, et al., "Mastering the game of Go with deep neu…