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

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Authors: David Silver, Aja Huang, Chris J. Maddison, Arthur Guez, Laurent Sifre, George van den Driessche, Julian Schrittwieser, et al.
Year: 2016
Journal: Nature
DOI: 10.1038/nature16961
Publisher: https://www.nature.com/articles/nature16961

Keywords: alphago, deep learning, monte carlo tree search

Abstract ​

We introduce a new approach to computer Go using value networks and policy networks combined with Monte Carlo tree search.

Cite this paper ​

@misc{alphago2016,
  title  = {Mastering the game of Go with deep neural networks and tree search},
  author = {David Silver, Aja Huang, Chris J. Maddison, Arthur Guez, Laurent Sifre, George van den Driessche, Julian Schrittwieser, et al.},
  year   = {2016},
  journal = {Nature},
  doi    = {10.1038/nature16961},
  url    = {https://doi.org/10.1038/nature16961},
}

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