Toby Pohlen

Affiliations

DeepMind Technologies Ltd., London, UK.

Publications (2)

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

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

Réseau de co-auteurs

Laurent Sifre 2 collaborations

Demis Hassabis 2 collaborations

David Silver 2 collaborations

Oriol Vinyals 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

Timo Ewalds 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

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

Koray Kavukcuoglu 1 collaboration

Chris Apps 1 collaboration

Julien Perolat 1 collaboration

Bart De Vylder 1 collaboration

Daniel Hennes 1 collaboration

Eugene Tarassov 1 collaboration

Florian Strub 1 collaboration

Vincent de Boer 1 collaboration

Paul Muller 1 collaboration

Jerome T Connor 1 collaboration

Neil Burch 1 collaboration

Thomas Anthony 1 collaboration

Stephen McAleer 1 collaboration

Romuald Elie 1 collaboration

Sarah H Cen 1 collaboration

Zhe Wang 1 collaboration

Audrunas Gruslys 1 collaboration

Aleksandra Malysheva 1 collaboration

Mina Khan 1 collaboration

Sherjil Ozair 1 collaboration

Finbarr Timbers 1 collaboration

Tom Eccles 1 collaboration

Mark Rowland 1 collaboration

Marc Lanctot 1 collaboration

Jean-Baptiste Lespiau 1 collaboration

Bilal Piot 1 collaboration

Shayegan Omidshafiei 1 collaboration

Edward Lockhart 1 collaboration

Nathalie Beauguerlange 1 collaboration

Remi Munos 1 collaboration

Satinder Singh 1 collaboration

Karl Tuyls 1 collaboration