Web: https://towardsdatascience.com/the-science-behind-alphago-and-alphago-zero-44aeef000448?source=rss----7f60cf5620c9---4

Jan. 31, 2022, 1:54 p.m. | Jin Cui

Towards Data Science - Medium towardsdatascience.com

A conceptual and friendly explanation

Photo by Rayson Tan on Unsplash

Background

Before I watched the documentary on AlphaGo, a Go-playing computer program developed by Google’s research lab DeepMind, I was not aware of the fact that prior to AlphaGo, computer programs had not been able to compete against human players at a professional level. I had the naive assumption that computer programs were able to simply simulate every possible sequence of moves (“exhaustive search”) from a particular state …

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