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Sarah Perrin
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 17
Top Topics
Reinforcement Learning
Viewpoint
Eligibility Traces
Game Playing
Top Venues
CoRR
AAMAS
ICML
AAAI
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Publications
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Ian Gemp
,
Marc Lanctot
,
Luke Marris
,
Yiran Mao
,
Edgar A. Duéñez-Guzmán
,
Sarah Perrin
,
Andras Gyorgy
,
Romuald Elie
,
Georgios Piliouras
,
Michael Kaisers
,
Daniel Hennes
,
Kalesha Bullard
,
Kate Larson
,
Yoram Bachrach
Approximating the Core via Iterative Coalition Sampling.
CoRR
(2024)
Mathieu Laurière
,
Sarah Perrin
,
Sertan Girgin
,
Paul Muller
,
Ayush Jain
,
Theophile Cabannes
,
Georgios Piliouras
,
Julien Pérolat
,
Romuald Élie
,
Olivier Pietquin
,
Matthieu Geist
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games.
CoRR
(2022)
Mathieu Laurière
,
Sarah Perrin
,
Sertan Girgin
,
Paul Muller
,
Ayush Jain
,
Theophile Cabannes
,
Georgios Piliouras
,
Julien Pérolat
,
Romuald Elie
,
Olivier Pietquin
,
Matthieu Geist
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games.
ICML
(2022)
Julien Pérolat
,
Sarah Perrin
,
Romuald Elie
,
Mathieu Laurière
,
Georgios Piliouras
,
Matthieu Geist
,
Karl Tuyls
,
Olivier Pietquin
Scaling Mean Field Games by Online Mirror Descent.
AAMAS
(2022)
Matthieu Geist
,
Julien Pérolat
,
Mathieu Laurière
,
Romuald Elie
,
Sarah Perrin
,
Olivier Bachem
,
Rémi Munos
,
Olivier Pietquin
Concave Utility Reinforcement Learning: The Mean-field Game Viewpoint.
AAMAS
(2022)
Mathieu Laurière
,
Sarah Perrin
,
Matthieu Geist
,
Olivier Pietquin
Learning Mean Field Games: A Survey.
CoRR
(2022)
Theophile Cabannes
,
Mathieu Laurière
,
Julien Pérolat
,
Raphaël Marinier
,
Sertan Girgin
,
Sarah Perrin
,
Olivier Pietquin
,
Alexandre M. Bayen
,
Eric Goubault
,
Romuald Elie
Solving N-Player Dynamic Routing Games with Congestion: A Mean-Field Approach.
AAMAS
(2022)
Sarah Perrin
,
Mathieu Laurière
,
Julien Pérolat
,
Romuald Élie
,
Matthieu Geist
,
Olivier Pietquin
Generalization in Mean Field Games by Learning Master Policies.
AAAI
(2022)
Paul Muller
,
Romuald Elie
,
Mark Rowland
,
Mathieu Laurière
,
Julien Pérolat
,
Sarah Perrin
,
Matthieu Geist
,
Georgios Piliouras
,
Olivier Pietquin
,
Karl Tuyls
Learning Correlated Equilibria in Mean-Field Games.
CoRR
(2022)
Sarah Perrin
,
Mathieu Laurière
,
Julien Pérolat
,
Romuald Élie
,
Matthieu Geist
,
Olivier Pietquin
Generalization in Mean Field Games by Learning Master Policies.
CoRR
(2021)
Sarah Perrin
,
Mathieu Laurière
,
Julien Pérolat
,
Matthieu Geist
,
Romuald Élie
,
Olivier Pietquin
Mean Field Games Flock! The Reinforcement Learning Way.
CoRR
(2021)
Julien Pérolat
,
Sarah Perrin
,
Romuald Elie
,
Mathieu Laurière
,
Georgios Piliouras
,
Matthieu Geist
,
Karl Tuyls
,
Olivier Pietquin
Scaling up Mean Field Games with Online Mirror Descent.
CoRR
(2021)
Theophile Cabannes
,
Mathieu Laurière
,
Julien Pérolat
,
Raphaël Marinier
,
Sertan Girgin
,
Sarah Perrin
,
Olivier Pietquin
,
Alexandre M. Bayen
,
Éric Goubault
,
Romuald Elie
Solving N-player dynamic routing games with congestion: a mean field approach.
CoRR
(2021)
Matthieu Geist
,
Julien Pérolat
,
Mathieu Laurière
,
Romuald Elie
,
Sarah Perrin
,
Olivier Bachem
,
Rémi Munos
,
Olivier Pietquin
Concave Utility Reinforcement Learning: the Mean-field Game viewpoint.
CoRR
(2021)
Sarah Perrin
,
Mathieu Laurière
,
Julien Pérolat
,
Matthieu Geist
,
Romuald Élie
,
Olivier Pietquin
Mean Field Games Flock! The Reinforcement Learning Way.
IJCAI
(2021)
Sarah Perrin
,
Julien Pérolat
,
Mathieu Laurière
,
Matthieu Geist
,
Romuald Elie
,
Olivier Pietquin
Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications.
CoRR
(2020)
Sarah Perrin
,
Julien Pérolat
,
Mathieu Laurière
,
Matthieu Geist
,
Romuald Elie
,
Olivier Pietquin
Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications.
NeurIPS
(2020)