AlphaGo (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "AlphaGo" in English language version.

refsWebsite

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90web.archive.org

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10doi.org

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7harvard.edu

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7nih.gov

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7semanticscholar.org

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6wired.com

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4worldcat.org

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4arxiv.org

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4sina.com.cn

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3theguardian.com

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3nature.com

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3nytimes.com

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2pcworld.com

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2businessinsider.com

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2goratings.org

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2bbc.co.uk

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2wsj.com

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2latimes.com

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2phys.org

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1googleblog.com

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1independent.co.uk

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1abc.net.au

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1rottentomatoes.com

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1hollywoodreporter.com

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1sciencemediasummit.org

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551^st place

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1inews.co.uk

1,084^th place

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1japantimes.co.jp

389^th place

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1cnet.com

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1theengineer.co.uk

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1springer.com

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abc.net.au

"AlphaGo: Google's artificial intelligence to take on world champion of ancient Chinese board game". Australian Broadcasting Corporation. 8 March 2016. Archived from the original on 15 June 2016. Retrieved 13 March 2016.

alphagomovie.com

"AlphaGo Movie". AlphaGo Movie. Archived from the original on 3 January 2018. Retrieved 14 October 2017.

arxiv.org

Silver, David; Hubert, Thomas; Schrittwieser, Julian; Antonoglou, Ioannis; Lai, Matthew; Guez, Arthur; Lanctot, Marc; Sifre, Laurent; Kumaran, Dharshan; Graepel, Thore; Lillicrap, Timothy; Simonyan, Karen; Hassabis, Demis (5 December 2017). "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm". arXiv:1712.01815 [cs.AI].
Tian, Yuandong; Zhu, Yan (2015). "Better Computer Go Player with Neural Network and Long-term Prediction". arXiv:1511.06410v1 [cs.LG].
Segler, Martwin H.S.; Preuss, Mike; Waller, Mark P. (29 March 2018). "Planning chemical syntheses with deep neural networks and symbolic AI". Nature. 555 (7698): 604–610. arXiv:1708.04202. Bibcode:2018Natur.555..604S. doi:10.1038/nature25978. PMID 29595767. S2CID 205264340. Archived from the original on 12 December 2021. Retrieved 12 December 2021.
Kemmerling, Marco; Lütticke, Daniel; Schmitt, Robert H. (1 January 2024). "Beyond games: a systematic review of neural Monte Carlo tree search applications". Applied Intelligence. 54 (1): 1020–1046. arXiv:2303.08060. doi:10.1007/s10489-023-05240-w. ISSN 1573-7497.

asiaone.com

digital.asiaone.com

"Korean Go master proves human intuition still powerful in Go". The Korean Herald/ANN. 14 March 2016. Archived from the original on 12 April 2016. Retrieved 15 March 2016.

baduk.or.kr

"이세돌 vs 알파고, '구글 딥마인드 챌린지 매치' 기자회견 열려" (in Korean). Korea Baduk Association. 22 February 2016. Archived from the original on 3 March 2016. Retrieved 22 February 2016.

bbc.co.uk

"Google's AI beats world Go champion in first of five matches – BBC News". BBC Online. Archived from the original on 10 March 2018. Retrieved 9 March 2016.
"Google AI wins second Go game against world champion – BBC News". BBC Online. Archived from the original on 10 March 2016. Retrieved 10 March 2016.

bbc.com

"Artificial intelligence: Google's AlphaGo beats Go master Lee Se-dol". BBC News. 12 March 2016. Archived from the original on 26 August 2016. Retrieved 17 March 2016.
"Google achieves AI 'breakthrough' by beating Go champion". BBC News. 27 January 2016. Archived from the original on 2 December 2021. Retrieved 20 July 2018.

boston25news.com

"Human champion certain he'll beat AI at ancient Chinese game". Associated Press. 22 February 2016. Archived from the original on 24 January 2019. Retrieved 22 February 2016.

britgo.org

"Special Computer Go insert covering the AlphaGo v Fan Hui match" (PDF). British Go Journal. 2017. Archived (PDF) from the original on 2 February 2016. Retrieved 1 February 2016.

businessinsider.com

"Google DeepMind is going to take on the world's best Go player in a luxury 5-star hotel in South Korea". Business Insider. 22 February 2016. Archived from the original on 2 March 2016. Retrieved 23 February 2016.
Tanya Lewis (11 March 2016). "An AI expert says Google's Go-playing program is missing 1 key feature of human intelligence". Business Insider. Archived from the original on 12 March 2016. Retrieved 13 March 2016.

cbc.ca

"Google's AI beats human champion at Go". CBC News. 27 January 2016. Archived from the original on 10 March 2016. Retrieved 28 January 2016.
"Google DeepMind computer AlphaGo sweeps human champ in Go matches". CBC News. Associated Press. 12 March 2016. Archived from the original on 13 March 2016. Retrieved 13 March 2016.

chess.com

"AlphaZero Crushes Stockfish In New 1,000-Game Match". 17 April 2019. Archived from the original on 12 November 2020. Retrieved 22 April 2021.

chuansong.me

"Ke Jie vs. AlphaGo: 8 things you must know". 27 May 2017. Archived from the original on 14 December 2017. Retrieved 27 May 2017.

cnet.com

"Humans strike back: Korean Go master bests AI in board game bout". CNET. Archived from the original on 25 November 2016. Retrieved 27 November 2016.

cnn.com

money.cnn.com

"Computer scores big win against humans in ancient game of Go". CNN. 28 January 2016. Archived from the original on 31 January 2016. Retrieved 28 January 2016.
Sofia Yan (12 March 2016). "A Google computer victorious over the world's 'Go' champion". CNN Money. Archived from the original on 8 August 2020. Retrieved 13 March 2016.

deepmind.com

"DeepMind AlphaGO". DeepMind Artificial Intelligence AlphaGo. Archived from the original on 14 September 2019. Retrieved 16 September 2019.
"AlphaGo | DeepMind". DeepMind. Archived from the original on 28 May 2017. Retrieved 28 May 2017.
"Exploring the mysteries of Go with AlphaGo and China's top players". 10 April 2017. Archived from the original on 11 April 2017. Retrieved 10 April 2017.
"Full length games for Go players to enjoy". Deepmind. Archived from the original on 5 August 2019. Retrieved 28 May 2017.
"AlphaGo Zero: Learning from scratch". DeepMind official website. 18 October 2017. Archived from the original on 19 October 2017. Retrieved 19 October 2017.

alphagoteach.deepmind.com

"AlphaGo teaching tool". DeepMind. Archived from the original on 12 December 2017. Retrieved 11 December 2017.

doi.org

Silver, David; Huang, Aja; Maddison, Chris J.; Guez, Arthur; Sifre, Laurent; Driessche, George van den; Schrittwieser, Julian; Antonoglou, Ioannis; Panneershelvam, Veda; Lanctot, Marc; Dieleman, Sander; Grewe, Dominik; Nham, John; Kalchbrenner, Nal; Sutskever, Ilya; Lillicrap, Timothy; Leach, Madeleine; Kavukcuoglu, Koray; Graepel, Thore; Hassabis, Demis (28 January 2016). "Mastering the game of Go with deep neural networks and tree search". Nature. 529 (7587): 484–489. Bibcode:2016Natur.529..484S. doi:10.1038/nature16961. ISSN 0028-0836. PMID 26819042. S2CID 515925.
Silver, David; Hubert, Thomas; Schrittwieser, Julian; Antonoglou, Ioannis; Lai, Matthew; Guez, Arthur; Lanctot, Marc; Sifre, Laurent; Kumaran, Dharshan; Graepel, Thore; Lillicrap, Timothy; Simonyan, Karen; Hassabis, Demis (7 December 2018). "A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play". Science. 362 (6419): 1140–1144. Bibcode:2018Sci...362.1140S. doi:10.1126/science.aar6404. PMID 30523106. S2CID 54457125.
Elizabeth Gibney (4 January 2017). "Google reveals secret test of AI bot to beat top Go players". Nature. 541 (7636): 142. Bibcode:2017Natur.541..142G. doi:10.1038/nature.2017.21253. PMID 28079098.
Silver, David; Schrittwieser, Julian; Simonyan, Karen; Antonoglou, Ioannis; Huang, Aja; Guez, Arthur; Hubert, Thomas; Baker, Lucas; Lai, Matthew; Bolton, Adrian; Chen, Yutian; Lillicrap, Timothy; Fan, Hui; Sifre, Laurent; Driessche, George van den; Graepel, Thore; Hassabis, Demis (19 October 2017). "Mastering the game of Go without human knowledge" (PDF). Nature. 550 (7676): 354–359. Bibcode:2017Natur.550..354S. doi:10.1038/nature24270. ISSN 0028-0836. PMID 29052630. S2CID 205261034. Archived (PDF) from the original on 24 November 2020. Retrieved 29 August 2020.
Silver, David; Hubert, Thomas; Schrittwieser, Julian; Antonoglou, Ioannis; Lai, Matthew; Guez, Arthur; Lanctot, Marc; Sifre, Laurent; Kumaran, Dharshan; Graepel, Thore; Lillicrap, Timothy; Simonyan, Karen; Hassabis, Demis (7 December 2018). "A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play". Science. 362 (6419): 1140–1144. Bibcode:2018Sci...362.1140S. doi:10.1126/science.aar6404. PMID 30523106. S2CID 54457125.
Gibney, Elizabeth (27 January 2016). "Google AI algorithm masters ancient game of Go". Nature. 529 (7587): 445–6. Bibcode:2016Natur.529..445G. doi:10.1038/529445a. PMID 26819021.
Chouard, Tanguy (12 March 2016). "The Go Files: AI computer clinches victory against Go champion". Nature. doi:10.1038/nature.2016.19553. S2CID 155164502. Archived from the original on 18 June 2016. Retrieved 18 December 2016.
Gibney, Elizabeth (2016). "Go players react to computer defeat". Nature. doi:10.1038/nature.2016.19255. S2CID 146868978. Archived from the original on 30 January 2016. Retrieved 29 January 2016.
Segler, Martwin H.S.; Preuss, Mike; Waller, Mark P. (29 March 2018). "Planning chemical syntheses with deep neural networks and symbolic AI". Nature. 555 (7698): 604–610. arXiv:1708.04202. Bibcode:2018Natur.555..604S. doi:10.1038/nature25978. PMID 29595767. S2CID 205264340. Archived from the original on 12 December 2021. Retrieved 12 December 2021.
Kemmerling, Marco; Lütticke, Daniel; Schmitt, Robert H. (1 January 2024). "Beyond games: a systematic review of neural Monte Carlo tree search applications". Applied Intelligence. 54 (1): 1020–1046. arXiv:2303.08060. doi:10.1007/s10489-023-05240-w. ISSN 1573-7497.

donga.com

english.donga.com

"Chinese Go master Ke Jie says he could lose to AlphaGo : The DONG-A ILBO". Archived from the original on 15 March 2016. Retrieved 17 March 2016.

economist.com

"Showdown". The Economist. Archived from the original on 14 August 2017. Retrieved 19 November 2016.

engadget.com

"Google DeepMind AI wins final Go match for 4–1 series win". Engadget. 15 March 2016. Archived from the original on 15 March 2016. Retrieved 15 March 2016.

googleblog.com

cloudplatform.googleblog.com

Jouppi, Norm (18 May 2016). "Google supercharges machine learning tasks with TPU custom chip". Google Cloud Platform Blog. Archived from the original on 18 May 2016. Retrieved 26 June 2016.

googleresearch.blogspot.com

"Research Blog: AlphaGo: Mastering the ancient game of Go with Machine Learning". Google Research Blog. 27 January 2016. Archived from the original on 30 January 2016. Retrieved 28 January 2016.

goratings.org

Rémi Coulom. "Rating List of 2016-01-01". Archived from the original on 18 March 2016. Retrieved 18 March 2016.
"Go Ratings". Go Ratings. Archived from the original on 15 August 2021. Retrieved 5 June 2018.

hankooki.com

m.hankooki.com

"...if today's performance was its true capability, then it doesn't deserve to play against me". M.hankooki.com. 14 March 2016. Archived from the original on 15 March 2016. Retrieved 5 June 2018.

harvard.edu

ui.adsabs.harvard.edu

Silver, David; Huang, Aja; Maddison, Chris J.; Guez, Arthur; Sifre, Laurent; Driessche, George van den; Schrittwieser, Julian; Antonoglou, Ioannis; Panneershelvam, Veda; Lanctot, Marc; Dieleman, Sander; Grewe, Dominik; Nham, John; Kalchbrenner, Nal; Sutskever, Ilya; Lillicrap, Timothy; Leach, Madeleine; Kavukcuoglu, Koray; Graepel, Thore; Hassabis, Demis (28 January 2016). "Mastering the game of Go with deep neural networks and tree search". Nature. 529 (7587): 484–489. Bibcode:2016Natur.529..484S. doi:10.1038/nature16961. ISSN 0028-0836. PMID 26819042. S2CID 515925.
Silver, David; Hubert, Thomas; Schrittwieser, Julian; Antonoglou, Ioannis; Lai, Matthew; Guez, Arthur; Lanctot, Marc; Sifre, Laurent; Kumaran, Dharshan; Graepel, Thore; Lillicrap, Timothy; Simonyan, Karen; Hassabis, Demis (7 December 2018). "A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play". Science. 362 (6419): 1140–1144. Bibcode:2018Sci...362.1140S. doi:10.1126/science.aar6404. PMID 30523106. S2CID 54457125.
Elizabeth Gibney (4 January 2017). "Google reveals secret test of AI bot to beat top Go players". Nature. 541 (7636): 142. Bibcode:2017Natur.541..142G. doi:10.1038/nature.2017.21253. PMID 28079098.
Silver, David; Schrittwieser, Julian; Simonyan, Karen; Antonoglou, Ioannis; Huang, Aja; Guez, Arthur; Hubert, Thomas; Baker, Lucas; Lai, Matthew; Bolton, Adrian; Chen, Yutian; Lillicrap, Timothy; Fan, Hui; Sifre, Laurent; Driessche, George van den; Graepel, Thore; Hassabis, Demis (19 October 2017). "Mastering the game of Go without human knowledge" (PDF). Nature. 550 (7676): 354–359. Bibcode:2017Natur.550..354S. doi:10.1038/nature24270. ISSN 0028-0836. PMID 29052630. S2CID 205261034. Archived (PDF) from the original on 24 November 2020. Retrieved 29 August 2020.
Silver, David; Hubert, Thomas; Schrittwieser, Julian; Antonoglou, Ioannis; Lai, Matthew; Guez, Arthur; Lanctot, Marc; Sifre, Laurent; Kumaran, Dharshan; Graepel, Thore; Lillicrap, Timothy; Simonyan, Karen; Hassabis, Demis (7 December 2018). "A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play". Science. 362 (6419): 1140–1144. Bibcode:2018Sci...362.1140S. doi:10.1126/science.aar6404. PMID 30523106. S2CID 54457125.
Gibney, Elizabeth (27 January 2016). "Google AI algorithm masters ancient game of Go". Nature. 529 (7587): 445–6. Bibcode:2016Natur.529..445G. doi:10.1038/529445a. PMID 26819021.
Segler, Martwin H.S.; Preuss, Mike; Waller, Mark P. (29 March 2018). "Planning chemical syntheses with deep neural networks and symbolic AI". Nature. 555 (7698): 604–610. arXiv:1708.04202. Bibcode:2018Natur.555..604S. doi:10.1038/nature25978. PMID 29595767. S2CID 205264340. Archived from the original on 12 December 2021. Retrieved 12 December 2021.

hollywoodreporter.com

Defore, John (29 September 2017). "'AlphaGo': Film Review". The Hollywood Reporter. Archived from the original on 13 February 2023. Retrieved 15 April 2023.

ijcai.org

"Marvin Minsky Medal for Outstanding Achievements in AI". International Joint Conference on Artificial Intelligence. 19 October 2017. Archived from the original on 21 October 2017. Retrieved 21 October 2017.

independent.co.uk

Connor, Steve (27 January 2016). "A computer has beaten a professional at the world's most complex board game". The Independent. Archived from the original on 28 January 2016. Retrieved 28 January 2016.

inews.co.uk

Williams, Rhiannon (8 October 2020). "Fan Hui: What I learned from losing to DeepMind's AlphaGo". inews.co.uk. Archived from the original on 28 March 2023. Retrieved 15 April 2023.

japantimes.co.jp

"Go master Cho wins best-of-three series against Japan-made AI". The Japan Times Online. 24 November 2016. Archived from the original on 14 August 2017. Retrieved 27 November 2016.

joins.com

chinese.joins.com

"李世乭：即使Alpha Go得到升级也一样能赢". JoongAng Ilbo (in Chinese). 23 February 2016. Archived from the original on 4 March 2016. Retrieved 24 February 2016.

koreatimes.co.kr

Yoon Sung-won (14 March 2016). "Lee Se-dol shows AlphaGo beatable". The Korea Times. Archived from the original on 14 March 2016. Retrieved 15 March 2016.

latimes.com

Steven Borowiec; Tracey Lien (12 March 2016). "AlphaGo beats human Go champ in milestone for artificial intelligence". Los Angeles Times. Archived from the original on 13 May 2018. Retrieved 13 March 2016.
Rechtshaffen, Michael (26 October 2017). "Review: Ancient Chinese board game treated with NFL-like drama and intrigue in documentary 'AlphaGo'". www.latimes.com. Archived from the original on 15 April 2023. Retrieved 15 April 2023.

lemonde.fr

"Première défaite d'un professionnel du go contre une intelligence artificielle". Le Monde (in French). 27 January 2016. Archived from the original on 29 January 2016. Retrieved 28 January 2016.

livestream.com

"Strachey Lecture – Dr Demis Hassabis". The New Livestream. Archived from the original on 16 March 2016. Retrieved 17 March 2016.

medium.com

hajinlee.medium.com

Lee, Hajin (28 April 2017). "AlphaGo" Film Review: The Art of Capturing the Essence". hajinlee.medium.com. Archived from the original on 15 April 2023. Retrieved 15 April 2023.

msn.com

sankei.jp.msn.com

"「アマ六段の力。天才かも」囲碁棋士、コンピューターに敗れる初の公式戦". MSN Sankei News. Archived from the original on 24 March 2013. Retrieved 27 March 2013.

nature.com

Chouard, Tanguy (12 March 2016). "The Go Files: AI computer clinches victory against Go champion". Nature. doi:10.1038/nature.2016.19553. S2CID 155164502. Archived from the original on 18 June 2016. Retrieved 18 December 2016.
Gibney, Elizabeth (2016). "Go players react to computer defeat". Nature. doi:10.1038/nature.2016.19255. S2CID 146868978. Archived from the original on 30 January 2016. Retrieved 29 January 2016.
Segler, Martwin H.S.; Preuss, Mike; Waller, Mark P. (29 March 2018). "Planning chemical syntheses with deep neural networks and symbolic AI". Nature. 555 (7698): 604–610. arXiv:1708.04202. Bibcode:2018Natur.555..604S. doi:10.1038/nature25978. PMID 29595767. S2CID 205264340. Archived from the original on 12 December 2021. Retrieved 12 December 2021.

newscientist.com

Zastrow, Mark (15 March 2016). "How victory for Google's Go AI is stoking fear in South Korea". New Scientist. Archived from the original on 21 March 2016. Retrieved 18 March 2016.

nih.gov

pubmed.ncbi.nlm.nih.gov

Silver, David; Huang, Aja; Maddison, Chris J.; Guez, Arthur; Sifre, Laurent; Driessche, George van den; Schrittwieser, Julian; Antonoglou, Ioannis; Panneershelvam, Veda; Lanctot, Marc; Dieleman, Sander; Grewe, Dominik; Nham, John; Kalchbrenner, Nal; Sutskever, Ilya; Lillicrap, Timothy; Leach, Madeleine; Kavukcuoglu, Koray; Graepel, Thore; Hassabis, Demis (28 January 2016). "Mastering the game of Go with deep neural networks and tree search". Nature. 529 (7587): 484–489. Bibcode:2016Natur.529..484S. doi:10.1038/nature16961. ISSN 0028-0836. PMID 26819042. S2CID 515925.
Silver, David; Hubert, Thomas; Schrittwieser, Julian; Antonoglou, Ioannis; Lai, Matthew; Guez, Arthur; Lanctot, Marc; Sifre, Laurent; Kumaran, Dharshan; Graepel, Thore; Lillicrap, Timothy; Simonyan, Karen; Hassabis, Demis (7 December 2018). "A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play". Science. 362 (6419): 1140–1144. Bibcode:2018Sci...362.1140S. doi:10.1126/science.aar6404. PMID 30523106. S2CID 54457125.
Elizabeth Gibney (4 January 2017). "Google reveals secret test of AI bot to beat top Go players". Nature. 541 (7636): 142. Bibcode:2017Natur.541..142G. doi:10.1038/nature.2017.21253. PMID 28079098.
Silver, David; Schrittwieser, Julian; Simonyan, Karen; Antonoglou, Ioannis; Huang, Aja; Guez, Arthur; Hubert, Thomas; Baker, Lucas; Lai, Matthew; Bolton, Adrian; Chen, Yutian; Lillicrap, Timothy; Fan, Hui; Sifre, Laurent; Driessche, George van den; Graepel, Thore; Hassabis, Demis (19 October 2017). "Mastering the game of Go without human knowledge" (PDF). Nature. 550 (7676): 354–359. Bibcode:2017Natur.550..354S. doi:10.1038/nature24270. ISSN 0028-0836. PMID 29052630. S2CID 205261034. Archived (PDF) from the original on 24 November 2020. Retrieved 29 August 2020.
Silver, David; Hubert, Thomas; Schrittwieser, Julian; Antonoglou, Ioannis; Lai, Matthew; Guez, Arthur; Lanctot, Marc; Sifre, Laurent; Kumaran, Dharshan; Graepel, Thore; Lillicrap, Timothy; Simonyan, Karen; Hassabis, Demis (7 December 2018). "A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play". Science. 362 (6419): 1140–1144. Bibcode:2018Sci...362.1140S. doi:10.1126/science.aar6404. PMID 30523106. S2CID 54457125.
Gibney, Elizabeth (27 January 2016). "Google AI algorithm masters ancient game of Go". Nature. 529 (7587): 445–6. Bibcode:2016Natur.529..445G. doi:10.1038/529445a. PMID 26819021.
Segler, Martwin H.S.; Preuss, Mike; Waller, Mark P. (29 March 2018). "Planning chemical syntheses with deep neural networks and symbolic AI". Nature. 555 (7698): 604–610. arXiv:1708.04202. Bibcode:2018Natur.555..604S. doi:10.1038/nature25978. PMID 29595767. S2CID 205264340. Archived from the original on 12 December 2021. Retrieved 12 December 2021.

nytimes.com

Mozur, Paul (20 July 2017). "Beijing Wants A.I. to Be Made in China by 2030". The New York Times. Archived from the original on 11 April 2018. Retrieved 11 April 2018.
CHOE SANG-HUN (16 March 2016). "Google's Computer Program Beats Lee Se-dol in Go Tournament". The New York Times. Archived from the original on 18 March 2016. Retrieved 18 March 2016. More than 100 million people watched the AlphaGo-Lee matches, Mr. Hassabis said.
CHOE SANG-HUN (15 March 2016). "In Seoul, Go Games Spark Interest (and Concern) About Artificial Intelligence". The New York Times. Archived from the original on 18 March 2016. Retrieved 18 March 2016.

pcworld.com

John Riberio (14 March 2016). "AlphaGo's unusual moves prove its AI prowess, experts say". PC World. Archived from the original on 17 July 2016. Retrieved 18 March 2016.
John Ribeiro (12 March 2016). "Google's AlphaGo AI program strong but not perfect, says defeated South Korean Go player". PC World. Archived from the original on 13 March 2016. Retrieved 13 March 2016.

phys.org

Mariëtte Le Roux (12 March 2016). "Rise of the Machines: Keep an eye on AI, experts warn". Phys.org. Archived from the original on 13 March 2016. Retrieved 13 March 2016.
Mariëtte Le Roux; Pascale Mollard (8 March 2016). "Game over? New AI challenge to human smarts (Update)". phys.org. Archived from the original on 14 March 2016. Retrieved 13 March 2016.

popsci.com

Dave Gershgorn (12 March 2016). "GOOGLE'S ALPHAGO BEATS WORLD CHAMPION IN THIRD MATCH TO WIN ENTIRE SERIES". Popular Science. Archived from the original on 16 December 2016. Retrieved 13 March 2016.

qz.com

"The world's best Go player says he still has "one last move" to defeat Google's AlphaGo AI". Quartz. 4 January 2017. Archived from the original on 19 November 2020. Retrieved 6 January 2017.

reuters.com

JEE HEUN KAHNG; SE YOUNG LEE (15 March 2016). "Google artificial intelligence program beats S. Korean Go pro with 4–1 score". Reuters. Archived from the original on 28 July 2017. Retrieved 18 March 2016.

rottentomatoes.com

"ALPHAGO". Rotten Tomatoes. Retrieved 15 April 2023.

science.org

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