Английская Википедия:David Silver (computer scientist)
Шаблон:Short description Шаблон:Use dmy dates Шаблон:Infobox scientist David Silver Шаблон:Postnominals (born 1976) is a principal research scientist at Google DeepMind and a professor at University College London. He has led research on reinforcement learning with AlphaGo, AlphaZero and co-lead on AlphaStar.[1][2]
Education
He studied at Christ's College, Cambridge,[3] graduating in 1997 with the Addison-Wesley award, and having befriended Demis Hassabis whilst at Cambridge.[4] Silver returned to academia in 2004 at the University of Alberta to study for a PhD on reinforcement learning,[5] where he co-introduced the algorithms used in the first master-level 9×9 Go programs and graduated in 2009.[6][7] His version of program MoGo (co-authored with Sylvain Gelly) was one of the strongest Go programs as of 2009.[8]
Career and research
After graduating from university, Silver co-founded the video games company Elixir Studios, where he was CTO and lead programmer, receiving several awards for technology and innovation.[4][9]
Silver was awarded a Royal Society University Research Fellowship in 2011, and subsequently became a lecturer at University College London.[10] His lectures on Reinforcement Learning are available on YouTube.[11] Silver consulted for Google DeepMind from its inception, joining full-time in 2013.
His recent work has focused on combining reinforcement learning with deep learning, including a program that learns to play Atari games directly from pixels.[12] Silver led the AlphaGo project, culminating in the first program to defeat a top professional player in the full-size game of Go.[13] AlphaGo subsequently received an honorary 9 Dan Professional Certification; and won the Cannes Lion award for innovation.[14] He then led development of AlphaZero, which used the same AI to learn to play Go from scratch (learning only by playing itself and not from human games) before learning to play chess and shogi in the same way, to higher levels than any other computer program.
Silver is among the most published members of staff at Google DeepMind, with over 170,000 citations and has an h-index of 86 according to Google scholar.[1]
Awards and honours
Silver was awarded the 2019 ACM Prize in Computing for breakthrough advances in computer game-playing.[15]
In 2021, Silver was elected Fellow of the Royal Society (FRS) for his contributions to Deep Q-Networks and AlphaGo.[16] He was elected a Fellow of the Association for the Advancement of Artificial Intelligence in 2022.[17]
References
Шаблон:Differentiable computing
- ↑ 1,0 1,1 Шаблон:Google scholar id
- ↑ Шаблон:Cite Q
- ↑ The Cambridge University List of Members up to 31 July 1998
- ↑ 4,0 4,1 Шаблон:Cite web
- ↑ Шаблон:MathGenealogy
- ↑ Шаблон:Cite thesis
- ↑ Шаблон:Cite journal
- ↑ Шаблон:Cite book
- ↑ Шаблон:Cite magazine
- ↑ Шаблон:Cite web
- ↑ Шаблон:Cite web
- ↑ Шаблон:Cite Q
- ↑ Шаблон:Cite Q
- ↑ Шаблон:Cite news
- ↑ Шаблон:Cite web
- ↑ Шаблон:Cite web
- ↑ Шаблон:Cite web
- Английская Википедия
- 1976 births
- Living people
- Alumni of Christ's College, Cambridge
- Computer programmers
- Go (game) researchers
- University of Alberta alumni
- Academics of University College London
- Google DeepMind
- Fellows of the Association for the Advancement of Artificial Intelligence
- Fellows of the Royal Society
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