AlphaGo: Mastering the game of Go with deep neural networks and tree search

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This post is from Deepmind and OpenAI papers series, which I try to summarize and take some notes from some interesting papers from Deepmind and OpenAI. Here I will start with AlphaGo, which tries to combine the Monte Carlo Tree Search algorithm with deep learning to play Go.