Accueil
Demis Hassabis
Demis Hassabis
Affiliations
DeepMind, London, UK.
Publications (32)
Grandmaster level in StarCraft II using multi-agent reinforcement learning.
Nature
Avec:
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
,
Manuel Kroiss
,
Ivo Danihelka
,
Aja Huang
,
Laurent Sifre
,
Trevor Cai
,
John P Agapiou
,
Max Jaderberg
,
Alexander S Vezhnevets
,
Rémi Leblond
,
Tobias Pohlen
,
Valentin Dalibard
,
David Budden
,
Yury Sulsky
,
James Molloy
,
Tom L Paine
,
Caglar Gulcehre
,
Ziyu Wang
,
Tobias Pfaff
,
Yuhuai Wu
,
Roman Ring
,
Dani Yogatama
,
Dario Wünsch
,
Katrina McKinney
,
Oliver Smith
,
Tom Schaul
,
Timothy Lillicrap
,
Koray Kavukcuoglu
,
Demis Hassabis
,
Chris Apps
,
David Silver
Highly accurate protein structure prediction for the human proteome.
Nature
Avec:
Kathryn Tunyasuvunakool
,
Jonas Adler
,
Zachary Wu
,
Tim Green
,
Michal Zielinski
,
Augustin Žídek
,
Alex Bridgland
,
Andrew Cowie
,
Clemens Meyer
,
Agata Laydon
,
Sameer Velankar
,
Gerard J Kleywegt
,
Alex Bateman
,
Richard Evans
,
Alexander Pritzel
,
Michael Figurnov
,
Olaf Ronneberger
,
Russ Bates
,
Simon A A Kohl
,
Anna Potapenko
,
Andrew J Ballard
,
Bernardino Romera-Paredes
,
Stanislav Nikolov
,
Rishub Jain
,
Ellen Clancy
,
David Reiman
,
Stig Petersen
,
Andrew W Senior
,
Koray Kavukcuoglu
,
Ewan Birney
,
Pushmeet Kohli
,
John Jumper
,
Demis Hassabis
Discovering faster matrix multiplication algorithms with reinforcement learning.
Nature
Avec:
Alhussein Fawzi
,
Matej Balog
,
Aja Huang
,
Thomas Hubert
,
Bernardino Romera-Paredes
,
Mohammadamin Barekatain
,
Alexander Novikov
,
Francisco J R Ruiz
,
Julian Schrittwieser
,
Grzegorz Swirszcz
,
David Silver
,
Demis Hassabis
,
Pushmeet Kohli
Acquisition of chess knowledge in AlphaZero.
Proceedings of the National Academy of Sciences of the United States of America
Avec:
Thomas McGrath
,
Andrei Kapishnikov
,
Nenad Tomašev
,
Adam Pearce
,
Martin Wattenberg
,
Demis Hassabis
,
Been Kim
,
Ulrich Paquet
,
Vladimir Kramnik
Improved protein structure prediction using potentials from deep learning.
Nature
Avec:
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
,
Karen Simonyan
,
Steve Crossan
,
Pushmeet Kohli
,
David T Jones
,
David Silver
,
Koray Kavukcuoglu
,
Demis Hassabis
Slow escape decisions are swayed by trait anxiety.
Nature human behaviour
Avec:
Bowen J Fung
,
Song Qi
,
Demis Hassabis
,
Nathaniel Daw
,
Dean Mobbs
Reinforcement Learning, Fast and Slow.
Trends in cognitive sciences
Avec:
Matthew Botvinick
,
Sam Ritter
,
Jane X Wang
,
Zeb Kurth-Nelson
,
Charles Blundell
,
Demis Hassabis
Protein structure prediction using multiple deep neural networks in the 13th Critical Assessment of Protein Structure Prediction (CASP13).
Proteins
Avec:
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
,
Karen Simonyan
,
Steve Crossan
,
Pushmeet Kohli
,
David T Jones
,
David Silver
,
Koray Kavukcuoglu
,
Demis Hassabis
Magnetic control of tokamak plasmas through deep reinforcement learning.
Nature
Avec:
Jonas Degrave
,
Federico Felici
,
Jonas Buchli
,
Michael Neunert
,
Brendan Tracey
,
Francesco Carpanese
,
Timo Ewalds
,
Roland Hafner
,
Abbas Abdolmaleki
,
Diego de Las Casas
,
Craig Donner
,
Leslie Fritz
,
Cristian Galperti
,
Andrea Huber
,
James Keeling
,
Maria Tsimpoukelli
,
Jackie Kay
,
Antoine Merle
,
Jean-Marc Moret
,
Seb Noury
,
Federico Pesamosca
,
David Pfau
,
Olivier Sauter
,
Cristian Sommariva
,
Stefano Coda
,
Basil Duval
,
Ambrogio Fasoli
,
Pushmeet Kohli
,
Koray Kavukcuoglu
,
Demis Hassabis
,
Martin Riedmiller
Accurate proteome-wide missense variant effect prediction with AlphaMissense.
Science (New York, N.Y.)
Avec:
Jun Cheng
,
Guido Novati
,
Joshua Pan
,
Clare Bycroft
,
Akvilė Žemgulytė
,
Taylor Applebaum
,
Alexander Pritzel
,
Lai Hong Wong
,
Michal Zielinski
,
Tobias Sargeant
,
Rosalia G Schneider
,
Andrew W Senior
,
John Jumper
,
Demis Hassabis
,
Pushmeet Kohli
,
Žiga Avsec
International evaluation of an AI system for breast cancer screening.
Nature
Avec:
Scott Mayer McKinney
,
Marcin Sieniek
,
Varun Godbole
,
Jonathan Godwin
,
Natasha Antropova
,
Hutan Ashrafian
,
Trevor Back
,
Mary Chesus
,
Greg S Corrado
,
Ara Darzi
,
Mozziyar Etemadi
,
Florencia Garcia-Vicente
,
Fiona J Gilbert
,
Mark Halling-Brown
,
Demis Hassabis
,
Sunny Jansen
,
Alan Karthikesalingam
,
Christopher J Kelly
,
Dominic King
,
Joseph R Ledsam
,
David Melnick
,
Hormuz Mostofi
,
Lily Peng
,
Joshua Jay Reicher
,
Bernardino Romera-Paredes
,
Richard Sidebottom
,
Mustafa Suleyman
,
Daniel Tse
,
Kenneth C Young
,
Jeffrey De Fauw
,
Shravya Shetty
A clinically applicable approach to continuous prediction of future acute kidney injury.
Nature
Avec:
Nenad Tomašev
,
Xavier Glorot
,
Jack W Rae
,
Michal Zielinski
,
Harry Askham
,
Andre Saraiva
,
Anne Mottram
,
Clemens Meyer
,
Suman Ravuri
,
Ivan Protsyuk
,
Alistair Connell
,
Cían O Hughes
,
Alan Karthikesalingam
,
Julien Cornebise
,
Hugh Montgomery
,
Geraint Rees
,
Chris Laing
,
Clifton R Baker
,
Kelly Peterson
,
Ruth Reeves
,
Demis Hassabis
,
Dominic King
,
Mustafa Suleyman
,
Trevor Back
,
Christopher Nielson
,
Joseph R Ledsam
,
Shakir Mohamed
Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons.
Nature communications
Avec:
Irina Higgins
,
Le Chang
,
Victoria Langston
,
Demis Hassabis
,
Christopher Summerfield
,
Doris Tsao
,
Matthew Botvinick
Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records.
Nature protocols
Avec:
Nenad Tomašev
,
Natalie Harris
,
Sebastien Baur
,
Anne Mottram
,
Xavier Glorot
,
Jack W Rae
,
Michal Zielinski
,
Harry Askham
,
Andre Saraiva
,
Valerio Magliulo
,
Clemens Meyer
,
Suman Ravuri
,
Ivan Protsyuk
,
Alistair Connell
,
Cían O Hughes
,
Alan Karthikesalingam
,
Julien Cornebise
,
Hugh Montgomery
,
Geraint Rees
,
Chris Laing
,
Clifton R Baker
,
Thomas F Osborne
,
Ruth Reeves
,
Demis Hassabis
,
Dominic King
,
Mustafa Suleyman
,
Trevor Back
,
Christopher Nielson
,
Martin G Seneviratne
,
Joseph R Ledsam
,
Shakir Mohamed
Highly accurate protein structure prediction with AlphaFold.
Nature
Avec:
John Jumper
,
Richard Evans
,
Alexander Pritzel
,
Tim Green
,
Michael Figurnov
,
Olaf Ronneberger
,
Kathryn Tunyasuvunakool
,
Russ Bates
,
Augustin Žídek
,
Anna Potapenko
,
Alex Bridgland
,
Clemens Meyer
,
Simon A A Kohl
,
Andrew J Ballard
,
Andrew Cowie
,
Bernardino Romera-Paredes
,
Stanislav Nikolov
,
Rishub Jain
,
Jonas Adler
,
Trevor Back
,
Stig Petersen
,
David Reiman
,
Ellen Clancy
,
Michal Zielinski
,
Martin Steinegger
,
Michalina Pacholska
,
Tamas Berghammer
,
Sebastian Bodenstein
,
David Silver
,
Oriol Vinyals
,
Andrew W Senior
,
Koray Kavukcuoglu
,
Pushmeet Kohli
,
Demis Hassabis
AlphaFold Protein Structure Database in 2024: providing structure coverage for over 214 million protein sequences.
Nucleic acids research
Avec:
Mihaly Varadi
,
Damian Bertoni
,
Paulyna Magana
,
Urmila Paramval
,
Ivanna Pidruchna
,
Malarvizhi Radhakrishnan
,
Maxim Tsenkov
,
Sreenath Nair
,
Milot Mirdita
,
Jingi Yeo
,
Oleg Kovalevskiy
,
Kathryn Tunyasuvunakool
,
Agata Laydon
,
Augustin Žídek
,
Hamish Tomlinson
,
Dhavanthi Hariharan
,
Josh Abrahamson
,
Tim Green
,
John Jumper
,
Ewan Birney
,
Martin Steinegger
,
Demis Hassabis
,
Sameer Velankar
Response to Comment on "Pushing the frontiers of density functionals by solving the fractional electron problem".
Science (New York, N.Y.)
Avec:
James Kirkpatrick
,
Brendan McMorrow
,
David H P Turban
,
Alexander L Gaunt
,
James S Spencer
,
Alexander G D G Matthews
,
Annette Obika
,
Louis Thiry
,
Meire Fortunato
,
David Pfau
,
Lara Román Castellanos
,
Stig Petersen
,
Alexander W R Nelson
,
Pushmeet Kohli
,
Paula Mori-Sánchez
,
Demis Hassabis
,
Aron J Cohen
Pushing the frontiers of density functionals by solving the fractional electron problem.
Science (New York, N.Y.)
Avec:
James Kirkpatrick
,
Brendan McMorrow
,
David H P Turban
,
Alexander L Gaunt
,
James S Spencer
,
Alexander G D G Matthews
,
Annette Obika
,
Louis Thiry
,
Meire Fortunato
,
David Pfau
,
Lara Román Castellanos
,
Stig Petersen
,
Alexander W R Nelson
,
Pushmeet Kohli
,
Paula Mori-Sánchez
,
Demis Hassabis
,
Aron J Cohen
Mastering Atari, Go, chess and shogi by planning with a learned model.
Nature
Avec:
Julian Schrittwieser
,
Ioannis Antonoglou
,
Thomas Hubert
,
Karen Simonyan
,
Laurent Sifre
,
Simon Schmitt
,
Arthur Guez
,
Edward Lockhart
,
Demis Hassabis
,
Thore Graepel
,
Timothy Lillicrap
,
David Silver
Advancing mathematics by guiding human intuition with AI.
Nature
Avec:
Alex Davies
,
Petar Veličković
,
Lars Buesing
,
Sam Blackwell
,
Daniel Zheng
,
Nenad Tomašev
,
Richard Tanburn
,
Peter Battaglia
,
Charles Blundell
,
András Juhász
,
Marc Lackenby
,
Geordie Williamson
,
Demis Hassabis
,
Pushmeet Kohli
TacticAI: an AI assistant for football tactics.
Nature communications
Avec:
Zhe Wang
,
Petar Veličković
,
Daniel Hennes
,
Nenad Tomašev
,
Laurel Prince
,
Michael Kaisers
,
Yoram Bachrach
,
Romuald Elie
,
Li Kevin Wenliang
,
Federico Piccinini
,
William Spearman
,
Ian Graham
,
Jerome Connor
,
Yi Yang
,
Adrià Recasens
,
Mina Khan
,
Nathalie Beauguerlange
,
Pablo Sprechmann
,
Pol Moreno
,
Nicolas Heess
,
Michael Bowling
,
Demis Hassabis
,
Karl Tuyls
3D-Beacons: decreasing the gap between protein sequences and structures through a federated network of protein structure data resources.
GigaScience
Avec:
Mihaly Varadi
,
Sreenath Nair
,
Ian Sillitoe
,
Gerardo Tauriello
,
Stephen Anyango
,
Stefan Bienert
,
Clemente Borges
,
Mandar Deshpande
,
Tim Green
,
Demis Hassabis
,
Andras Hatos
,
Tamas Hegedus
,
Maarten L Hekkelman
,
Robbie Joosten
,
John Jumper
,
Agata Laydon
,
Dmitry Molodenskiy
,
Damiano Piovesan
,
Edoardo Salladini
,
Steven L Salzberg
,
Markus J Sommer
,
Martin Steinegger
,
Erzsebet Suhajda
,
Dmitri Svergun
,
Luiggi Tenorio-Ku
,
Silvio Tosatto
,
Kathryn Tunyasuvunakool
,
Andrew Mark Waterhouse
,
Augustin Žídek
,
Torsten Schwede
,
Christine Orengo
,
Sameer Velankar
Mastering the game of Stratego with model-free multiagent reinforcement learning.
Science (New York, N.Y.)
Avec:
Julien Perolat
,
Bart De Vylder
,
Daniel Hennes
,
Eugene Tarassov
,
Florian Strub
,
Vincent de Boer
,
Paul Muller
,
Jerome T Connor
,
Neil Burch
,
Thomas Anthony
,
Stephen McAleer
,
Romuald Elie
,
Sarah H Cen
,
Zhe Wang
,
Audrunas Gruslys
,
Aleksandra Malysheva
,
Mina Khan
,
Sherjil Ozair
,
Finbarr Timbers
,
Toby Pohlen
,
Tom Eccles
,
Mark Rowland
,
Marc Lanctot
,
Jean-Baptiste Lespiau
,
Bilal Piot
,
Shayegan Omidshafiei
,
Edward Lockhart
,
Laurent Sifre
,
Nathalie Beauguerlange
,
Remi Munos
,
David Silver
,
Satinder Singh
,
Demis Hassabis
,
Karl Tuyls
Faster sorting algorithms discovered using deep reinforcement learning.
Nature
Avec:
Daniel J Mankowitz
,
Andrea Michi
,
Anton Zhernov
,
Marco Gelmi
,
Marco Selvi
,
Cosmin Paduraru
,
Edouard Leurent
,
Shariq Iqbal
,
Jean-Baptiste Lespiau
,
Alex Ahern
,
Thomas Köppe
,
Kevin Millikin
,
Stephen Gaffney
,
Sophie Elster
,
Jackson Broshear
,
Chris Gamble
,
Kieran Milan
,
Robert Tung
,
Minjae Hwang
,
Taylan Cemgil
,
Mohammadamin Barekatain
,
Yujia Li
,
Amol Mandhane
,
Thomas Hubert
,
Julian Schrittwieser
,
Demis Hassabis
,
Pushmeet Kohli
,
Martin Riedmiller
,
Oriol Vinyals
,
David Silver
Human-level performance in 3D multiplayer games with population-based reinforcement learning.
Science (New York, N.Y.)
Avec:
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
,
Louise Deason
,
Joel Z Leibo
,
David Silver
,
Demis Hassabis
,
Koray Kavukcuoglu
,
Thore Graepel
A distributional code for value in dopamine-based reinforcement learning.
Nature
Avec:
Will Dabney
,
Zeb Kurth-Nelson
,
Naoshige Uchida
,
Clara Kwon Starkweather
,
Demis Hassabis
,
Rémi Munos
,
Matthew Botvinick
Predicting conversion to wet age-related macular degeneration using deep learning.
Nature medicine
Avec:
Jason Yim
,
Reena Chopra
,
Terry Spitz
,
Jim Winkens
,
Annette Obika
,
Christopher Kelly
,
Harry Askham
,
Marko Lukic
,
Josef Huemer
,
Katrin Fasler
,
Gabriella Moraes
,
Clemens Meyer
,
Marc Wilson
,
Jonathan Dixon
,
Cian Hughes
,
Geraint Rees
,
Peng T Khaw
,
Alan Karthikesalingam
,
Dominic King
,
Demis Hassabis
,
Mustafa Suleyman
,
Trevor Back
,
Joseph R Ledsam
,
Pearse A Keane
,
Jeffrey De Fauw
AlphaFold Protein Structure Database: massively expanding the structural coverage of protein-sequence space with high-accuracy models.
Nucleic acids research
Avec:
Mihaly Varadi
,
Stephen Anyango
,
Mandar Deshpande
,
Sreenath Nair
,
Cindy Natassia
,
Galabina Yordanova
,
David Yuan
,
Oana Stroe
,
Gemma Wood
,
Agata Laydon
,
Augustin Žídek
,
Tim Green
,
Kathryn Tunyasuvunakool
,
Stig Petersen
,
John Jumper
,
Ellen Clancy
,
Richard Green
,
Ankur Vora
,
Mira Lutfi
,
Michael Figurnov
,
Andrew Cowie
,
Nicole Hobbs
,
Pushmeet Kohli
,
Gerard Kleywegt
,
Ewan Birney
,
Demis Hassabis
,
Sameer Velankar
Applying and improving AlphaFold at CASP14.
Proteins
Avec:
John Jumper
,
Richard Evans
,
Alexander Pritzel
,
Tim Green
,
Michael Figurnov
,
Olaf Ronneberger
,
Kathryn Tunyasuvunakool
,
Russ Bates
,
Augustin Žídek
,
Anna Potapenko
,
Alex Bridgland
,
Clemens Meyer
,
Simon A A Kohl
,
Andrew J Ballard
,
Andrew Cowie
,
Bernardino Romera-Paredes
,
Stanislav Nikolov
,
Rishub Jain
,
Jonas Adler
,
Trevor Back
,
Stig Petersen
,
David Reiman
,
Ellen Clancy
,
Michal Zielinski
,
Martin Steinegger
,
Michalina Pacholska
,
Tamas Berghammer
,
David Silver
,
Oriol Vinyals
,
Andrew W Senior
,
Koray Kavukcuoglu
,
Pushmeet Kohli
,
Demis Hassabis
Multiagent off-screen behavior prediction in football.
Scientific reports
Avec:
Shayegan Omidshafiei
,
Daniel Hennes
,
Marta Garnelo
,
Zhe Wang
,
Adria Recasens
,
Eugene Tarassov
,
Yi Yang
,
Romuald Elie
,
Jerome T Connor
,
Paul Muller
,
Natalie Mackraz
,
Kris Cao
,
Pol Moreno
,
Pablo Sprechmann
,
Demis Hassabis
,
Ian Graham
,
William Spearman
,
Nicolas Heess
,
Karl Tuyls
Accurate structure prediction of biomolecular interactions with AlphaFold 3.
Nature
Avec:
Josh Abramson
,
Jonas Adler
,
Jack Dunger
,
Richard Evans
,
Tim Green
,
Alexander Pritzel
,
Olaf Ronneberger
,
Lindsay Willmore
,
Andrew J Ballard
,
Joshua Bambrick
,
Sebastian W Bodenstein
,
David A Evans
,
Chia-Chun Hung
,
Michael O'Neill
,
David Reiman
,
Kathryn Tunyasuvunakool
,
Zachary Wu
,
Akvilė Žemgulytė
,
Eirini Arvaniti
,
Charles Beattie
,
Ottavia Bertolli
,
Alex Bridgland
,
Alexey Cherepanov
,
Miles Congreve
,
Alexander I Cowen-Rivers
,
Andrew Cowie
,
Michael Figurnov
,
Fabian B Fuchs
,
Hannah Gladman
,
Rishub Jain
,
Yousuf A Khan
,
Caroline M R Low
,
Kuba Perlin
,
Anna Potapenko
,
Pascal Savy
,
Sukhdeep Singh
,
Adrian Stecula
,
Ashok Thillaisundaram
,
Catherine Tong
,
Sergei Yakneen
,
Ellen D Zhong
,
Michal Zielinski
,
Augustin Žídek
,
Victor Bapst
,
Pushmeet Kohli
,
Max Jaderberg
,
Demis Hassabis
,
John M Jumper
Scalable watermarking for identifying large language model outputs.
Nature
Avec:
Sumanth Dathathri
,
Abigail See
,
Sumedh Ghaisas
,
Po-Sen Huang
,
Rob McAdam
,
Johannes Welbl
,
Vandana Bachani
,
Alex Kaskasoli
,
Robert Stanforth
,
Tatiana Matejovicova
,
Jamie Hayes
,
Nidhi Vyas
,
Majd Al Merey
,
Jonah Brown-Cohen
,
Rudy Bunel
,
Borja Balle
,
Taylan Cemgil
,
Zahra Ahmed
,
Kitty Stacpoole
,
Ilia Shumailov
,
Ciprian Baetu
,
Sven Gowal
,
Demis Hassabis
,
Pushmeet Kohli
Réseau de co-auteurs
Pushmeet Kohli
15 collaborations
David Silver
10 collaborations
Tim Green
10 collaborations
Augustin Žídek
9 collaborations
John Jumper
9 collaborations
Koray Kavukcuoglu
8 collaborations
Stig Petersen
8 collaborations
Kathryn Tunyasuvunakool
7 collaborations
Michal Zielinski
7 collaborations
Alex Bridgland
6 collaborations
Clemens Meyer
6 collaborations
Richard Evans
6 collaborations
Andrew W Senior
6 collaborations
Trevor Back
6 collaborations
Laurent Sifre
5 collaborations
Andrew Cowie
5 collaborations
Alexander Pritzel
5 collaborations
Michael Figurnov
5 collaborations
Bernardino Romera-Paredes
5 collaborations
Nenad Tomašev
5 collaborations
Oriol Vinyals
4 collaborations
Jonas Adler
4 collaborations
Agata Laydon
4 collaborations
Sameer Velankar
4 collaborations
Olaf Ronneberger
4 collaborations
Anna Potapenko
4 collaborations
Andrew J Ballard
4 collaborations
Rishub Jain
4 collaborations
Ellen Clancy
4 collaborations
David Reiman
4 collaborations
James Kirkpatrick
4 collaborations
Alexander W R Nelson
4 collaborations
Alan Karthikesalingam
4 collaborations
Dominic King
4 collaborations
Joseph R Ledsam
4 collaborations
Mustafa Suleyman
4 collaborations
Martin Steinegger
4 collaborations
Max Jaderberg
3 collaborations
Russ Bates
3 collaborations
Simon A A Kohl
3 collaborations
Stanislav Nikolov
3 collaborations
Ewan Birney
3 collaborations
Thomas Hubert
3 collaborations
Julian Schrittwieser
3 collaborations
Karen Simonyan
3 collaborations
Matthew Botvinick
3 collaborations
David Pfau
3 collaborations
Harry Askham
3 collaborations
Geraint Rees
3 collaborations
Mihaly Varadi
3 collaborations
Sreenath Nair
3 collaborations
Annette Obika
3 collaborations
Zhe Wang
3 collaborations
Daniel Hennes
3 collaborations
Romuald Elie
3 collaborations
Karl Tuyls
3 collaborations
Wojciech M Czarnecki
2 collaborations
Timo Ewalds
2 collaborations
Aja Huang
2 collaborations
Timothy Lillicrap
2 collaborations
Zachary Wu
2 collaborations
Mohammadamin Barekatain
2 collaborations
Chongli Qin
2 collaborations
Hugo Penedones
2 collaborations
Steve Crossan
2 collaborations
David T Jones
2 collaborations
Zeb Kurth-Nelson
2 collaborations
Charles Blundell
2 collaborations
Martin Riedmiller
2 collaborations
Akvilė Žemgulytė
2 collaborations
Jeffrey De Fauw
2 collaborations
Xavier Glorot
2 collaborations
Jack W Rae
2 collaborations
Andre Saraiva
2 collaborations
Anne Mottram
2 collaborations
Suman Ravuri
2 collaborations
Ivan Protsyuk
2 collaborations
Alistair Connell
2 collaborations
Cían O Hughes
2 collaborations
Julien Cornebise
2 collaborations
Hugh Montgomery
2 collaborations
Chris Laing
2 collaborations
Clifton R Baker
2 collaborations
Ruth Reeves
2 collaborations
Christopher Nielson
2 collaborations
Shakir Mohamed
2 collaborations
Michalina Pacholska
2 collaborations
Tamas Berghammer
2 collaborations
Brendan McMorrow
2 collaborations
David H P Turban
2 collaborations
Alexander L Gaunt
2 collaborations
James S Spencer
2 collaborations
Alexander G D G Matthews
2 collaborations
Louis Thiry
2 collaborations
Meire Fortunato
2 collaborations
Lara Román Castellanos
2 collaborations
Paula Mori-Sánchez
2 collaborations
Aron J Cohen
2 collaborations
Edward Lockhart
2 collaborations
Thore Graepel
2 collaborations
Petar Veličković
2 collaborations
William Spearman
2 collaborations
Ian Graham
2 collaborations
Yi Yang
2 collaborations
Mina Khan
2 collaborations
Nathalie Beauguerlange
2 collaborations
Pablo Sprechmann
2 collaborations
Pol Moreno
2 collaborations
Nicolas Heess
2 collaborations
Stephen Anyango
2 collaborations
Mandar Deshpande
2 collaborations
Eugene Tarassov
2 collaborations
Paul Muller
2 collaborations
Jerome T Connor
2 collaborations
Jean-Baptiste Lespiau
2 collaborations
Shayegan Omidshafiei
2 collaborations
Taylan Cemgil
2 collaborations
Charles Beattie
2 collaborations
Igor Babuschkin
1 collaboration
Michaël Mathieu
1 collaboration
Andrew Dudzik
1 collaboration
Junyoung Chung
1 collaboration
David H Choi
1 collaboration
Richard Powell
1 collaboration
Petko Georgiev
1 collaboration
Junhyuk Oh
1 collaboration
Dan Horgan
1 collaboration
Manuel Kroiss
1 collaboration
Ivo Danihelka
1 collaboration
Trevor Cai
1 collaboration
John P Agapiou
1 collaboration
Alexander S Vezhnevets
1 collaboration
Rémi Leblond
1 collaboration
Tobias Pohlen
1 collaboration
Valentin Dalibard
1 collaboration
David Budden
1 collaboration
Yury Sulsky
1 collaboration
James Molloy
1 collaboration
Tom L Paine
1 collaboration
Caglar Gulcehre
1 collaboration
Ziyu Wang
1 collaboration
Tobias Pfaff
1 collaboration
Yuhuai Wu
1 collaboration
Roman Ring
1 collaboration
Dani Yogatama
1 collaboration
Dario Wünsch
1 collaboration
Katrina McKinney
1 collaboration
Oliver Smith
1 collaboration
Tom Schaul
1 collaboration
Chris Apps
1 collaboration
Gerard J Kleywegt
1 collaboration
Alex Bateman
1 collaboration
Alhussein Fawzi
1 collaboration
Matej Balog
1 collaboration
Alexander Novikov
1 collaboration
Francisco J R Ruiz
1 collaboration
Grzegorz Swirszcz
1 collaboration
Thomas McGrath
1 collaboration
Andrei Kapishnikov
1 collaboration
Adam Pearce
1 collaboration
Martin Wattenberg
1 collaboration
Been Kim
1 collaboration
Ulrich Paquet
1 collaboration
Vladimir Kramnik
1 collaboration
Bowen J Fung
1 collaboration
Song Qi
1 collaboration
Nathaniel Daw
1 collaboration
Dean Mobbs
1 collaboration
Sam Ritter
1 collaboration
Jane X Wang
1 collaboration
Jonas Degrave
1 collaboration
Federico Felici
1 collaboration
Jonas Buchli
1 collaboration
Michael Neunert
1 collaboration
Brendan Tracey
1 collaboration
Francesco Carpanese
1 collaboration
Roland Hafner
1 collaboration
Abbas Abdolmaleki
1 collaboration
Diego de Las Casas
1 collaboration
Craig Donner
1 collaboration
Leslie Fritz
1 collaboration
Cristian Galperti
1 collaboration
Andrea Huber
1 collaboration
James Keeling
1 collaboration
Maria Tsimpoukelli
1 collaboration
Jackie Kay
1 collaboration
Antoine Merle
1 collaboration
Jean-Marc Moret
1 collaboration
Seb Noury
1 collaboration
Federico Pesamosca
1 collaboration
Olivier Sauter
1 collaboration
Cristian Sommariva
1 collaboration
Stefano Coda
1 collaboration
Basil Duval
1 collaboration
Ambrogio Fasoli
1 collaboration
Jun Cheng
1 collaboration
Guido Novati
1 collaboration
Joshua Pan
1 collaboration
Clare Bycroft
1 collaboration
Taylor Applebaum
1 collaboration
Lai Hong Wong
1 collaboration
Tobias Sargeant
1 collaboration
Rosalia G Schneider
1 collaboration
Žiga Avsec
1 collaboration
Scott Mayer McKinney
1 collaboration
Marcin Sieniek
1 collaboration
Varun Godbole
1 collaboration
Jonathan Godwin
1 collaboration
Natasha Antropova
1 collaboration
Hutan Ashrafian
1 collaboration
Mary Chesus
1 collaboration
Greg S Corrado
1 collaboration
Ara Darzi
1 collaboration
Mozziyar Etemadi
1 collaboration
Florencia Garcia-Vicente
1 collaboration
Fiona J Gilbert
1 collaboration
Mark Halling-Brown
1 collaboration
Sunny Jansen
1 collaboration
Christopher J Kelly
1 collaboration
David Melnick
1 collaboration
Hormuz Mostofi
1 collaboration
Lily Peng
1 collaboration
Joshua Jay Reicher
1 collaboration
Richard Sidebottom
1 collaboration
Daniel Tse
1 collaboration
Kenneth C Young
1 collaboration
Shravya Shetty
1 collaboration
Kelly Peterson
1 collaboration
Irina Higgins
1 collaboration
Le Chang
1 collaboration
Victoria Langston
1 collaboration
Christopher Summerfield
1 collaboration
Doris Tsao
1 collaboration
Natalie Harris
1 collaboration
Sebastien Baur
1 collaboration
Valerio Magliulo
1 collaboration
Thomas F Osborne
1 collaboration
Martin G Seneviratne
1 collaboration
Sebastian Bodenstein
1 collaboration
Damian Bertoni
1 collaboration
Paulyna Magana
1 collaboration
Urmila Paramval
1 collaboration
Ivanna Pidruchna
1 collaboration
Malarvizhi Radhakrishnan
1 collaboration
Maxim Tsenkov
1 collaboration
Milot Mirdita
1 collaboration
Jingi Yeo
1 collaboration
Oleg Kovalevskiy
1 collaboration
Hamish Tomlinson
1 collaboration
Dhavanthi Hariharan
1 collaboration
Josh Abrahamson
1 collaboration
Ioannis Antonoglou
1 collaboration
Simon Schmitt
1 collaboration
Arthur Guez
1 collaboration
Alex Davies
1 collaboration
Lars Buesing
1 collaboration
Sam Blackwell
1 collaboration
Daniel Zheng
1 collaboration
Richard Tanburn
1 collaboration
Peter Battaglia
1 collaboration
András Juhász
1 collaboration
Marc Lackenby
1 collaboration
Geordie Williamson
1 collaboration
Laurel Prince
1 collaboration
Michael Kaisers
1 collaboration
Yoram Bachrach
1 collaboration
Li Kevin Wenliang
1 collaboration
Federico Piccinini
1 collaboration
Jerome Connor
1 collaboration
Adrià Recasens
1 collaboration
Michael Bowling
1 collaboration
Ian Sillitoe
1 collaboration
Gerardo Tauriello
1 collaboration
Stefan Bienert
1 collaboration
Clemente Borges
1 collaboration
Andras Hatos
1 collaboration
Tamas Hegedus
1 collaboration
Maarten L Hekkelman
1 collaboration
Robbie Joosten
1 collaboration
Dmitry Molodenskiy
1 collaboration
Damiano Piovesan
1 collaboration
Edoardo Salladini
1 collaboration
Steven L Salzberg
1 collaboration
Markus J Sommer
1 collaboration
Erzsebet Suhajda
1 collaboration
Dmitri Svergun
1 collaboration
Luiggi Tenorio-Ku
1 collaboration
Silvio Tosatto
1 collaboration
Andrew Mark Waterhouse
1 collaboration
Torsten Schwede
1 collaboration
Christine Orengo
1 collaboration
Julien Perolat
1 collaboration
Bart De Vylder
1 collaboration
Florian Strub
1 collaboration
Vincent de Boer
1 collaboration
Neil Burch
1 collaboration
Thomas Anthony
1 collaboration
Stephen McAleer
1 collaboration
Sarah H Cen
1 collaboration
Audrunas Gruslys
1 collaboration
Aleksandra Malysheva
1 collaboration
Sherjil Ozair
1 collaboration
Finbarr Timbers
1 collaboration
Toby Pohlen
1 collaboration
Tom Eccles
1 collaboration
Mark Rowland
1 collaboration
Marc Lanctot
1 collaboration
Bilal Piot
1 collaboration
Remi Munos
1 collaboration
Satinder Singh
1 collaboration
Daniel J Mankowitz
1 collaboration
Andrea Michi
1 collaboration
Anton Zhernov
1 collaboration
Marco Gelmi
1 collaboration
Marco Selvi
1 collaboration
Cosmin Paduraru
1 collaboration
Edouard Leurent
1 collaboration
Shariq Iqbal
1 collaboration
Alex Ahern
1 collaboration
Thomas Köppe
1 collaboration
Kevin Millikin
1 collaboration
Stephen Gaffney
1 collaboration
Sophie Elster
1 collaboration
Jackson Broshear
1 collaboration
Chris Gamble
1 collaboration
Kieran Milan
1 collaboration
Robert Tung
1 collaboration
Minjae Hwang
1 collaboration
Yujia Li
1 collaboration
Amol Mandhane
1 collaboration
Iain Dunning
1 collaboration
Luke Marris
1 collaboration
Guy Lever
1 collaboration
Antonio Garcia Castañeda
1 collaboration
Neil C Rabinowitz
1 collaboration
Ari S Morcos
1 collaboration
Avraham Ruderman
1 collaboration
Nicolas Sonnerat
1 collaboration
Louise Deason
1 collaboration
Joel Z Leibo
1 collaboration
Will Dabney
1 collaboration
Naoshige Uchida
1 collaboration
Clara Kwon Starkweather
1 collaboration
Rémi Munos
1 collaboration
Jason Yim
1 collaboration
Reena Chopra
1 collaboration
Terry Spitz
1 collaboration
Jim Winkens
1 collaboration
Christopher Kelly
1 collaboration
Marko Lukic
1 collaboration
Josef Huemer
1 collaboration
Katrin Fasler
1 collaboration
Gabriella Moraes
1 collaboration
Marc Wilson
1 collaboration
Jonathan Dixon
1 collaboration
Cian Hughes
1 collaboration
Peng T Khaw
1 collaboration
Pearse A Keane
1 collaboration
Cindy Natassia
1 collaboration
Galabina Yordanova
1 collaboration
David Yuan
1 collaboration
Oana Stroe
1 collaboration
Gemma Wood
1 collaboration
Richard Green
1 collaboration
Ankur Vora
1 collaboration
Mira Lutfi
1 collaboration
Nicole Hobbs
1 collaboration
Gerard Kleywegt
1 collaboration
Marta Garnelo
1 collaboration
Adria Recasens
1 collaboration
Natalie Mackraz
1 collaboration
Kris Cao
1 collaboration
Josh Abramson
1 collaboration
Jack Dunger
1 collaboration
Lindsay Willmore
1 collaboration
Joshua Bambrick
1 collaboration
Sebastian W Bodenstein
1 collaboration
David A Evans
1 collaboration
Chia-Chun Hung
1 collaboration
Michael O'Neill
1 collaboration
Eirini Arvaniti
1 collaboration
Ottavia Bertolli
1 collaboration
Alexey Cherepanov
1 collaboration
Miles Congreve
1 collaboration
Alexander I Cowen-Rivers
1 collaboration
Fabian B Fuchs
1 collaboration
Hannah Gladman
1 collaboration
Yousuf A Khan
1 collaboration
Caroline M R Low
1 collaboration
Kuba Perlin
1 collaboration
Pascal Savy
1 collaboration
Sukhdeep Singh
1 collaboration
Adrian Stecula
1 collaboration
Ashok Thillaisundaram
1 collaboration
Catherine Tong
1 collaboration
Sergei Yakneen
1 collaboration
Ellen D Zhong
1 collaboration
Victor Bapst
1 collaboration
John M Jumper
1 collaboration
Sumanth Dathathri
1 collaboration
Abigail See
1 collaboration
Sumedh Ghaisas
1 collaboration
Po-Sen Huang
1 collaboration
Rob McAdam
1 collaboration
Johannes Welbl
1 collaboration
Vandana Bachani
1 collaboration
Alex Kaskasoli
1 collaboration
Robert Stanforth
1 collaboration
Tatiana Matejovicova
1 collaboration
Jamie Hayes
1 collaboration
Nidhi Vyas
1 collaboration
Majd Al Merey
1 collaboration
Jonah Brown-Cohen
1 collaboration
Rudy Bunel
1 collaboration
Borja Balle
1 collaboration
Zahra Ahmed
1 collaboration
Kitty Stacpoole
1 collaboration
Ilia Shumailov
1 collaboration
Ciprian Baetu
1 collaboration
Sven Gowal
1 collaboration