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AlphaZero

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* [[David Silver]], [[Julian Schrittwieser]], [[Karen Simonyan]], [[Ioannis Antonoglou]], [[Shih-Chieh Huang|Aja Huang]], [[Arthur Guez]], [[Thomas Hubert]], [[Lucas Baker]], [[Matthew Lai]], [[Adrian Bolton]], [[Yutian Chen]], [[Timothy Lillicrap]], [[Fan Hui]], [[Laurent Sifre]], [[George van den Driessche]], [[Thore Graepel]], [[Demis Hassabis]] ('''2017'''). ''[https://www.nature.com/nature/journal/v550/n7676/full/nature24270.html Mastering the game of Go without human knowledge]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 550, [https://www.gwern.net/docs/rl/2017-silver.pdf pdf]
* [[David Silver]], [[Thomas Hubert]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Matthew Lai]], [[Arthur Guez]], [[Marc Lanctot]], [[Laurent Sifre]], [[Dharshan Kumaran]], [[Thore Graepel]], [[Timothy Lillicrap]], [[Karen Simonyan]], [[Demis Hassabis]] ('''2017'''). ''Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm''. [https://arxiv.org/abs/1712.01815 arXiv:1712.01815]
* [[David Silver]], [[Thomas Hubert]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Matthew Lai]], [[Arthur Guez]], [[Marc Lanctot]], [[Laurent Sifre]], [[Dharshan Kumaran]], [[Thore Graepel]], [[Timothy Lillicrap]], [[Karen Simonyan]], [[Demis Hassabis]] ('''2018'''). ''[http://science.sciencemag.org/content/362/6419/1140 A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play]''. [https://en.wikipedia.org/wiki/Science_(journal) Science], Vol. 362, No. 6419 <ref>[https://deepmind.com/blog/alphazero-shedding-new-light-grand-games-chess-shogi-and-go/ AlphaZero: Shedding new light on the grand games of chess, shogi and Go | ] by [[David Silver]], [[Thomas Hubert]], [[Julian Schrittwieser]] and [[Demis Hassabis]], [[DeepMind]], December 03, 2018</ref>
* [[Garry Kasparov]] ('''2018'''). ''[http://science.sciencemag.org/content/362/6419/1087 Chess, a Drosophila of reasoning]''. [https://en.wikipedia.org/wiki/Science_(journal) Science], Vol. 362, No. 6419
* [[Murray Campbell]] ('''2018'''). ''[http://science.sciencemag.org/content/362/6419/1118 Mastering board games]''. [https://en.wikipedia.org/wiki/Science_(journal) Science], Vol. 362, No. 6419
=Forum Posts=
* [http://www.talkchess.com/forum/viewtopic.php?t=66443 Connect 4 AlphaZero implemented using Python...] by [[Steve Maughan]], [[CCC]], January 29, 2018 » [[Connect Four]], [[Python]]
* [http://www.talkchess.com/forum/viewtopic.php?t=66546 Seeing Alphazero in perspective ...] by Dan Ellwein, [[CCC]], February 10, 2018
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=69174 Matthew Sadler analysis of A0 vs SF <nowiki>[Edit: A0 published in Science?]</nowiki>] by trulses, [[CCC]], December 06, 2018
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=69175 Alphazero news] by arunsoorya1309, [[CCC]], December 06, 2018
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=69176 AlphaZero is back] by Carl Lumma, [[CCC]], December 06, 2018
=External Links=
* [http://web.stanford.edu/~surag/posts/alphazero.html A Simple Alpha(Go) Zero Tutorial] by [[Surag Nair]], [[Stanford University]], December 29, 2017 <ref>[http://www.talkchess.com/forum/viewtopic.php?t=66179 A Simple Alpha(Go) Zero Tutorial] by Oliver Roese, [[CCC]], December 30, 2017</ref>
: [https://github.com/suragnair/alpha-zero-general GitHub - suragnair/alpha-zero-general: A clean and simple implementation of a self-play learning algorithm based on AlphaGo Zero (any game, any framework!)]
* [https://deepmind.com/blog/alphazero-shedding-new-light-grand-games-chess-shogi-and-go/ AlphaZero: Shedding new light on the grand games of chess, shogi and Go] by [[David Silver]], [[Thomas Hubert]], [[Julian Schrittwieser]] and [[Demis Hassabis]], [[DeepMind]], December 03, 2018
==Reports==
* [https://www.theverge.com/2017/12/6/16741106/deepmind-ai-chess-alphazero-shogi-go DeepMind’s AI became a superhuman chess player in a few hours, just for fun] by [https://www.theverge.com/users/James%20Vincent James Vincent], [https://en.wikipedia.org/wiki/The_Verge The Verge], December 06, 2017

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