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David Silver
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Bio
David’s work focuses on artificially intelligent agents based on reinforcement learning. David co-led the project that combined deep learning and reinforcement learning to play Atari games directly from pixels (Nature 2015).
He also led the AlphaGo project, culminating in the first program to defeat a top professional player in the full-size game of Go (Nature 2016), and the AlphaZero project, which learned by itself to defeat the world’s strongest chess, shogi and Go programs (Nature 2017, Science 2018).
Most recently he co-led the AlphaStar project, which led to the world’s first grandmaster level StarCraft player (Nature 2019).
He also led the AlphaGo project, culminating in the first program to defeat a top professional player in the full-size game of Go (Nature 2016), and the AlphaZero project, which learned by itself to defeat the world’s strongest chess, shogi and Go programs (Nature 2017, Science 2018).
Most recently he co-led the AlphaStar project, which led to the world’s first grandmaster level StarCraft player (Nature 2019).
Papers138 papers
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Andrew W Senior, Richard Evans, John Jumper, James Kirkpatrick,Laurent Sifre, Tim Green,Chongli Qin, Augustin Žídek, Alexander W R Nelson, Alex Bridgland, Hugo Penedones, Stig Petersen
Nat., no. 7792 (2020): 706-710
Ian Osband, Yotam Doron,Matteo Hessel, John Aslanides, Eren Sezener, Andre Saraiva, Katrina McKinney,Tor Lattimore, Csaba Szepezvari,Satinder Singh,Benjamin Van Roy,Richard Sutton
ICLR, (2020)
NIPS 2020, (2020)
Proc. Natl. Acad. Sci. USA, no. 48 (2020): 30079-30087
NIPS 2020, (2020)
neural information processing systems, (2019)
Bibtex
Proteins, (2019)
Max Jaderberg,Wojciech M Czarnecki,Iain Dunning, Luke Marris,Guy Lever, Antonio Garcia Castañeda,Charles Beattie,Neil C Rabinowitz,Ari S Morcos,Avraham Ruderman, Nicolas Sonnerat, Tim Green
Science (New York, N.Y.), no. 6443 (2019): 859-865
Diana Borsa, Andre Barreto, John Quan, Daniel J. Mankowitz,Hado van Hasselt, Remi Munos,David Silver,Tom Schaul
ICLR, (2019)
EIBibtex
Schrittwieser Julian,Antonoglou Ioannis, Hubert Thomas,Simonyan Karen,Sifre Laurent, Schmitt Simon,Guez Arthur,Lockhart Edward,Hassabis Demis,Graepel Thore,Lillicrap Timothy,Silver David
Nature, no. 7839 (2019): 604-609
Vivek Veeriah, Matteo Hessel,Zhongwen Xu, Richard Lewis,Janarthanan Rajendran, Junhyuk Oh,Hado van Hasselt,David Silver,Satinder Singh
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019)
international conference on artificial intelligence and statistics, (2019)
Arthur Guez,Mehdi Mirza,Karol Gregor, Rishabh Kabra, Sébastien Racanière,Théophane Weber, David Raposo,Adam Santoro,Laurent Orseau, Tom Eccles,Greg Wayne,David Silver
International Conference on Machine Learning, (2019): 2464-2473
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