Koray Kavukcuoglu

Affiliations

DeepMind, London, UK.

Publications (9)

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 , Pushmeet Kohli , Demis Hassabis

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 , Thore Graepel

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 , Pushmeet Kohli , Demis Hassabis

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 , 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 , Ewan Birney , Pushmeet Kohli , John Jumper , Demis Hassabis

Competition-level code generation with AlphaCode.

Science (New York, N.Y.)

Avec: Yujia Li , David Choi , Junyoung Chung , Nate Kushman , Julian Schrittwieser , Rémi Leblond , Tom Eccles , James Keeling , Felix Gimeno , Agustin Dal Lago , Thomas Hubert , Peter Choy , Cyprien de Masson d'Autume , Igor Babuschkin , Xinyun Chen , Po-Sen Huang , Johannes Welbl , Sven Gowal , Alexey Cherepanov , James Molloy , Daniel J Mankowitz , Esme Sutherland Robson , Pushmeet Kohli , Nando de Freitas , Oriol Vinyals

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 , 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 , 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 , Demis Hassabis , Martin Riedmiller

Réseau de co-auteurs

Demis Hassabis 8 collaborations

Pushmeet Kohli 7 collaborations

Tim Green 6 collaborations

David Silver 6 collaborations

John Jumper 5 collaborations

Richard Evans 5 collaborations

Augustin Žídek 5 collaborations

Alex Bridgland 5 collaborations

Stig Petersen 5 collaborations

Andrew W Senior 5 collaborations

Oriol Vinyals 4 collaborations

Alexander Pritzel 3 collaborations

Michael Figurnov 3 collaborations

Olaf Ronneberger 3 collaborations

Kathryn Tunyasuvunakool 3 collaborations

Russ Bates 3 collaborations

Anna Potapenko 3 collaborations

Clemens Meyer 3 collaborations

Simon A A Kohl 3 collaborations

Andrew J Ballard 3 collaborations

Andrew Cowie 3 collaborations

Bernardino Romera-Paredes 3 collaborations

Stanislav Nikolov 3 collaborations

Rishub Jain 3 collaborations

Jonas Adler 3 collaborations

David Reiman 3 collaborations

Ellen Clancy 3 collaborations

Michal Zielinski 3 collaborations

Laurent Sifre 3 collaborations

Trevor Back 2 collaborations

Martin Steinegger 2 collaborations

Michalina Pacholska 2 collaborations

Tamas Berghammer 2 collaborations

Max Jaderberg 2 collaborations

Wojciech M Czarnecki 2 collaborations

Igor Babuschkin 2 collaborations

Junyoung Chung 2 collaborations

Timo Ewalds 2 collaborations

Rémi Leblond 2 collaborations

James Molloy 2 collaborations

James Keeling 2 collaborations

James Kirkpatrick 2 collaborations

Chongli Qin 2 collaborations

Alexander W R Nelson 2 collaborations

Hugo Penedones 2 collaborations

Karen Simonyan 2 collaborations

Steve Crossan 2 collaborations

David T Jones 2 collaborations

Sebastian Bodenstein 1 collaboration

Iain Dunning 1 collaboration

Luke Marris 1 collaboration

Guy Lever 1 collaboration

Antonio Garcia Castañeda 1 collaboration

Charles Beattie 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

Thore Graepel 1 collaboration

Michaël Mathieu 1 collaboration

Andrew Dudzik 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

Aja Huang 1 collaboration

Trevor Cai 1 collaboration

John P Agapiou 1 collaboration

Alexander S Vezhnevets 1 collaboration

Tobias Pohlen 1 collaboration

Valentin Dalibard 1 collaboration

David Budden 1 collaboration

Yury Sulsky 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

Timothy Lillicrap 1 collaboration

Chris Apps 1 collaboration

Zachary Wu 1 collaboration

Agata Laydon 1 collaboration

Sameer Velankar 1 collaboration

Gerard J Kleywegt 1 collaboration

Alex Bateman 1 collaboration

Ewan Birney 1 collaboration

Yujia Li 1 collaboration

David Choi 1 collaboration

Nate Kushman 1 collaboration

Julian Schrittwieser 1 collaboration

Tom Eccles 1 collaboration

Felix Gimeno 1 collaboration

Agustin Dal Lago 1 collaboration

Thomas Hubert 1 collaboration

Peter Choy 1 collaboration

Cyprien de Masson d'Autume 1 collaboration

Xinyun Chen 1 collaboration

Po-Sen Huang 1 collaboration

Johannes Welbl 1 collaboration

Sven Gowal 1 collaboration

Alexey Cherepanov 1 collaboration

Daniel J Mankowitz 1 collaboration

Esme Sutherland Robson 1 collaboration

Nando de Freitas 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

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

David Pfau 1 collaboration

Olivier Sauter 1 collaboration

Cristian Sommariva 1 collaboration

Stefano Coda 1 collaboration

Basil Duval 1 collaboration

Ambrogio Fasoli 1 collaboration

Martin Riedmiller 1 collaboration