Remi Munos

Affiliations

DeepMind Technologies Ltd., London, UK.

Publications (4)

Navigating the landscape of multiplayer games.

Nature communications

Avec: Shayegan Omidshafiei , Karl Tuyls , Wojciech M Czarnecki , Francisco C Santos , Mark Rowland , Jerome Connor , Daniel Hennes , Paul Muller , Julien Pérolat , Bart De Vylder , Audrunas Gruslys , Rémi Munos

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

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

α-Rank: Multi-Agent Evaluation by Evolution.

Scientific reports

Avec: Shayegan Omidshafiei , Christos Papadimitriou , Georgios Piliouras , Karl Tuyls , Mark Rowland , Jean-Baptiste Lespiau , Wojciech M Czarnecki , Marc Lanctot , Julien Perolat , Remi Munos

Réseau de co-auteurs

Shayegan Omidshafiei 3 collaborations

Karl Tuyls 3 collaborations

Mark Rowland 3 collaborations

Wojciech M Czarnecki 2 collaborations

Daniel Hennes 2 collaborations

Paul Muller 2 collaborations

Bart De Vylder 2 collaborations

Audrunas Gruslys 2 collaborations

Rémi Munos 2 collaborations

Julien Perolat 2 collaborations

Marc Lanctot 2 collaborations

Jean-Baptiste Lespiau 2 collaborations

Demis Hassabis 2 collaborations

Francisco C Santos 1 collaboration

Jerome Connor 1 collaboration

Julien Pérolat 1 collaboration

Eugene Tarassov 1 collaboration

Florian Strub 1 collaboration

Vincent de Boer 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

Aleksandra Malysheva 1 collaboration

Mina Khan 1 collaboration

Sherjil Ozair 1 collaboration

Finbarr Timbers 1 collaboration

Toby Pohlen 1 collaboration

Tom Eccles 1 collaboration

Bilal Piot 1 collaboration

Edward Lockhart 1 collaboration

Laurent Sifre 1 collaboration

Nathalie Beauguerlange 1 collaboration

David Silver 1 collaboration

Satinder Singh 1 collaboration

Will Dabney 1 collaboration

Zeb Kurth-Nelson 1 collaboration

Naoshige Uchida 1 collaboration

Clara Kwon Starkweather 1 collaboration

Matthew Botvinick 1 collaboration

Christos Papadimitriou 1 collaboration

Georgios Piliouras 1 collaboration