First AI to defeat a human professional Go player. Combined deep neural networks with Monte Carlo tree search. Defeated European champion Fan Hui 5-0 (October 2015), then world champion Lee Sedol 4-1 in March 2016, watched by 200M+ viewers.

AlphaGo was a watershed moment for AI, demonstrating that deep learning could master a game long considered intractable for computers. Its successor AlphaZero (2017) generalized to chess and shogi without human knowledge. Nature 2016. By Silver, Huang et al. (DeepMind).

Paper

Venue Nature 2016
foundationalscientificreinforcement-learning

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