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David Budden
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Bio
His recent projects include AlphaStar, the first AI to defeat a top professional player at StarCraft II, in addition to many other reinforcement-learning agents and environments. Before joining DeepMind, David worked at MIT and Harvard on projects including the first real-time “connectomics” system for reconstructing biological neuron connectivity maps from electron microscopy data. He was named Australia’s 2016 Young IT Professional of the Year for his startup work in the sports and education industries.
Papers59 papers
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Serkan Cabi,Sergio Gómez Colmenarejo,Alexander Novikov,Ksenia Konyushova,Scott Reed,Rae Jeong,Konrad Zolna,Yusuf Aytar,David Budden, Mel Vecerik,Oleg Sushkov, David Barker
robotics science and systems, (2020)
NIPS 2020, (2020)
NIPS 2020, (2020)
Peter Buchlovsky,David Budden, Dominik Grewe, Chris Jones, John Aslanides, Frederic Besse,Andy Brock, Aidan Clark, Sergio Gomez Colmenarejo, Aedan Pope,Fabio Viola, Dan Belov
arXiv: Learning, (2019)
Oriol Vinyals, Igor Babuschkin,Wojciech M Czarnecki,Michaël Mathieu, Andrew Dudzik, Junyoung Chung, David H Choi, Richard Powell, Timo Ewalds, Petko Georgiev,Junhyuk Oh, Dan Horgan
Nature, pp.1-5, (2019)
Cabi Serkan, Colmenarejo Sergio Gómez, Novikov Alexander,Konyushkova Ksenia,Reed Scott, Jeong Rae,Żołna Konrad,Aytar Yusuf,Budden David, Vecerik Mel, Sushkov Oleg, Barker David
DeepMind blog, pp.2, (2019)
KDD, (2019): 1791.0-1799.0
Yutian Chen, Yannis M. Assael,Brendan Shillingford,David Budden,Scott E. Reed,Heiga Zen,Quan Wang, Luis C. Cobo,Andrew Trask,Ben Laurie,Çaglar Gülçehre,Aäron van den Oord
international conference on learning representations, (2019)
Zolna Konrad,Reed Scott,Novikov Alexander, Colmenarej Sergio Gomez,Budden David, Cabi Serkan,Denil Misha,de Freitas Nando,Wang Ziyu
Veness Joel,Lattimore Tor, Bhoopchand Avishkar,Budden David, Mattern Christopher, Grabska-Barwinska Agnieszka,Toth Peter, Schmitt Simon,Hutter Marcus
Tom Le Paine, Sergio Gomez Colmenarejo,Ziyu Wang,Scott E. Reed,Yusuf Aytar, Tobias Pfaff,Matthew W. Hoffman, Gabriel Barth-Maron, Serkan Cabi,David Budden,Nando de Freitas
arXiv: Learning, (2018)
Tobias Pohlen,Bilal Piot,Todd Hester,Mohammad Gheshlaghi Azar, Dan Horgan,David Budden, Gabriel Barth-Maron,Hado van Hasselt, John Quan, Mel Vecerík,Matteo Hessel,Rémi Munos
arXiv: Learning, (2018)
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), (2018): 2930-2941
International Journal of Emergency Management, no. 2 (2018): 200
Bibtex
Tristan McCaughey,David M Budden,Paul G Sanfilippo, George E C Gooden, Li Fan,Eva Fenwick,Gwyneth Rees,Casimir MacGregor,Lei Si,Christine Chen, Helena Hai Liang,Alice Pébay
Human gene therapy, (2018)
Gabriel Barth-Maron,Matthew W. Hoffman,David Budden,Will Dabney, Dan Horgan, Dhruva TB,Alistair Muldal,Nicolas Heess,Timothy P. Lillicrap
ICLR, (2018)
Yuval Tassa, Yotam Doron, Alistair Muldal,Tom Erez, Yazhe Li, Diego de Las Casas,David Budden, Abbas Abdolmaleki,Josh Merel, Andrew Lefrancq,Timothy P. Lillicrap, Martin A. Riedmiller
CoRR, (2018)
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