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

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.)

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