Timo Ewalds

Affiliations

DeepMind, London, UK.

Publications (3)

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

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

Learning skillful medium-range global weather forecasting.

Science (New York, N.Y.)

Avec: Remi Lam , Alvaro Sanchez-Gonzalez , Matthew Willson , Peter Wirnsberger , Meire Fortunato , Ferran Alet , Suman Ravuri , Timo Ewalds , Zach Eaton-Rosen , Weihua Hu , Alexander Merose , Stephan Hoyer , George Holland , Oriol Vinyals , Jacklynn Stott , Alexander Pritzel , Shakir Mohamed , Peter Battaglia

Réseau de co-auteurs

Koray Kavukcuoglu 2 collaborations

Demis Hassabis 2 collaborations

Oriol Vinyals 2 collaborations

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

David Pfau 1 collaboration

Olivier Sauter 1 collaboration

Cristian Sommariva 1 collaboration

Stefano Coda 1 collaboration

Basil Duval 1 collaboration

Ambrogio Fasoli 1 collaboration

Pushmeet Kohli 1 collaboration

Martin Riedmiller 1 collaboration

Igor Babuschkin 1 collaboration

Wojciech M Czarnecki 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

Aja Huang 1 collaboration

Laurent Sifre 1 collaboration

Trevor Cai 1 collaboration

John P Agapiou 1 collaboration

Max Jaderberg 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

Timothy Lillicrap 1 collaboration

Chris Apps 1 collaboration

David Silver 1 collaboration

Remi Lam 1 collaboration

Alvaro Sanchez-Gonzalez 1 collaboration

Matthew Willson 1 collaboration

Peter Wirnsberger 1 collaboration

Meire Fortunato 1 collaboration

Ferran Alet 1 collaboration

Suman Ravuri 1 collaboration

Zach Eaton-Rosen 1 collaboration

Weihua Hu 1 collaboration

Alexander Merose 1 collaboration

Stephan Hoyer 1 collaboration

George Holland 1 collaboration

Jacklynn Stott 1 collaboration

Alexander Pritzel 1 collaboration

Shakir Mohamed 1 collaboration

Peter Battaglia 1 collaboration