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[[FILE:laurentsifre.jpg|border|right|thumb|link=http://www.cmap.polytechnique.fr/~sifre/| Laurent Sifre <ref>[http://www.cmap.polytechnique.fr/~sifre/ Laurent Sifre]</ref> ]]
'''Thomas HubertLaurent Sifre''',<br/>
a French mathematician, computer scientist, and senior research scientist at [[Google]] [[DeepMind]], involved in the [[AlphaGo]] and [[AlphaZero]] projects mastering the games of [[Go]], [[Chess|chess]] and [[Shogi]]. He holds a Ph.D. in [https://en.wikipedia.org/wiki/Applied_mathematics applied mathematics] from [https://en.wikipedia.org/wiki/%C3%89cole_Polytechnique École Polytechnique] under [[Mathematician#SMallat|Stéphane Mallat]] <ref>[[Laurent Sifre]] ('''2014'''). ''Rigid-Motion Scattering for Image Classification''. Ph.D. thesis, [https://en.wikipedia.org/wiki/%C3%89cole_Polytechnique École Polytechnique], supervisor [[Mathematician#SMallat|Stéphane Mallat]], [http://www.di.ens.fr/data/publications/papers/phd_sifre.pdf pdf]</ref>, where his research focused on the design of invariant image representations based on the [https://en.wikipedia.org/wiki/Inverse_scattering_transform scattering transforms]. Applications include [https://en.wikipedia.org/wiki/Texture texture], and [https://en.wikipedia.org/wiki/Contextual_image_classification image classification] <ref>[http://www.cmap.polytechnique.fr/~sifre/ Laurent Sifre]</ref>.
* [[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
* [[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] <ref>[http://www.open-chess.org/viewtopic.php?f=5&t=3153 Alpha Zero] by [[Mark Watkins|BB+]], [[Computer Chess Forums|OpenChess Forum]], December 06, 2017</ref>
* [[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>
* [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Thomas Hubert]], [[Karen Simonyan]], [[Laurent Sifre]], [[Simon Schmitt]], [[Arthur Guez]], [[Edward Lockhart]], [[Demis Hassabis]], [[Thore Graepel]], [[Timothy Lillicrap]], [[David Silver]] ('''2019'''). ''Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model''. [https://arxiv.org/abs/1911.08265 arXiv:1911.08265]
==2020 ...==
* [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Thomas Hubert]], [[Karen Simonyan]], [[Laurent Sifre]], [[Simon Schmitt]], [[Arthur Guez]], [[Edward Lockhart]], [[Demis Hassabis]], [[Thore Graepel]], [[Timothy Lillicrap]], [[David Silver]] ('''2020'''). ''[https://www.nature.com/articles/s41586-020-03051-4 Mastering Atari, Go, chess and shogi by planning with a learned model]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 588 <ref>[https://deepmind.com/blog/article/muzero-mastering-go-chess-shogi-and-atari-without-rules?fbclid=IwAR3mSwrn1YXDKr9uuGm2GlFKh76wBilex7f8QvBiQecwiVmAvD6Bkyjx-rE MuZero: Mastering Go, chess, shogi and Atari without rules]</ref>
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=References=
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[[Category:Researcher|Sifre]]
