Alert button
Picture for Sarah Perrin

Sarah Perrin

Alert button

Learning Correlated Equilibria in Mean-Field Games

Aug 22, 2022
Paul Muller, Romuald Elie, Mark Rowland, Mathieu Lauriere, Julien Perolat, Sarah Perrin, Matthieu Geist, Georgios Piliouras, Olivier Pietquin, Karl Tuyls

Figure 1 for Learning Correlated Equilibria in Mean-Field Games
Figure 2 for Learning Correlated Equilibria in Mean-Field Games
Figure 3 for Learning Correlated Equilibria in Mean-Field Games
Figure 4 for Learning Correlated Equilibria in Mean-Field Games
Viaarxiv icon

Learning Mean Field Games: A Survey

May 25, 2022
Mathieu Laurière, Sarah Perrin, Matthieu Geist, Olivier Pietquin

Figure 1 for Learning Mean Field Games: A Survey
Figure 2 for Learning Mean Field Games: A Survey
Figure 3 for Learning Mean Field Games: A Survey
Figure 4 for Learning Mean Field Games: A Survey
Viaarxiv icon

Scalable Deep Reinforcement Learning Algorithms for Mean Field Games

Mar 22, 2022
Mathieu Laurière, Sarah Perrin, Sertan Girgin, Paul Muller, Ayush Jain, Theophile Cabannes, Georgios Piliouras, Julien Pérolat, Romuald Élie, Olivier Pietquin, Matthieu Geist

Figure 1 for Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
Figure 2 for Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
Figure 3 for Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
Figure 4 for Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
Viaarxiv icon

Generalization in Mean Field Games by Learning Master Policies

Sep 20, 2021
Sarah Perrin, Mathieu Laurière, Julien Pérolat, Romuald Élie, Matthieu Geist, Olivier Pietquin

Figure 1 for Generalization in Mean Field Games by Learning Master Policies
Figure 2 for Generalization in Mean Field Games by Learning Master Policies
Figure 3 for Generalization in Mean Field Games by Learning Master Policies
Figure 4 for Generalization in Mean Field Games by Learning Master Policies
Viaarxiv icon

Concave Utility Reinforcement Learning: the Mean-field Game viewpoint

Jun 09, 2021
Matthieu Geist, Julien Pérolat, Mathieu Laurière, Romuald Elie, Sarah Perrin, Olivier Bachem, Rémi Munos, Olivier Pietquin

Figure 1 for Concave Utility Reinforcement Learning: the Mean-field Game viewpoint
Figure 2 for Concave Utility Reinforcement Learning: the Mean-field Game viewpoint
Figure 3 for Concave Utility Reinforcement Learning: the Mean-field Game viewpoint
Figure 4 for Concave Utility Reinforcement Learning: the Mean-field Game viewpoint
Viaarxiv icon

Mean Field Games Flock! The Reinforcement Learning Way

May 17, 2021
Sarah Perrin, Mathieu Laurière, Julien Pérolat, Matthieu Geist, Romuald Élie, Olivier Pietquin

Figure 1 for Mean Field Games Flock! The Reinforcement Learning Way
Figure 2 for Mean Field Games Flock! The Reinforcement Learning Way
Figure 3 for Mean Field Games Flock! The Reinforcement Learning Way
Figure 4 for Mean Field Games Flock! The Reinforcement Learning Way
Viaarxiv icon

Scaling up Mean Field Games with Online Mirror Descent

Feb 28, 2021
Julien Perolat, Sarah Perrin, Romuald Elie, Mathieu Laurière, Georgios Piliouras, Matthieu Geist, Karl Tuyls, Olivier Pietquin

Figure 1 for Scaling up Mean Field Games with Online Mirror Descent
Figure 2 for Scaling up Mean Field Games with Online Mirror Descent
Figure 3 for Scaling up Mean Field Games with Online Mirror Descent
Figure 4 for Scaling up Mean Field Games with Online Mirror Descent
Viaarxiv icon

Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications

Jul 05, 2020
Sarah Perrin, Julien Perolat, Mathieu Laurière, Matthieu Geist, Romuald Elie, Olivier Pietquin

Figure 1 for Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications
Figure 2 for Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications
Figure 3 for Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications
Figure 4 for Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications
Viaarxiv icon

Machine Learning Optimization Algorithms & Portfolio Allocation

Sep 23, 2019
Sarah Perrin, Thierry Roncalli

Figure 1 for Machine Learning Optimization Algorithms & Portfolio Allocation
Figure 2 for Machine Learning Optimization Algorithms & Portfolio Allocation
Figure 3 for Machine Learning Optimization Algorithms & Portfolio Allocation
Figure 4 for Machine Learning Optimization Algorithms & Portfolio Allocation
Viaarxiv icon