Scalable Deep Reinforcement Learning Algorithms for Mean Field Games

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. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 12078-12095, PMLR, 2022. [doi]

Authors

Mathieu Laurière

This author has not been identified. Look up 'Mathieu Laurière' in Google

Sarah Perrin

This author has not been identified. Look up 'Sarah Perrin' in Google

Sertan Girgin

This author has not been identified. Look up 'Sertan Girgin' in Google

Paul Muller

This author has not been identified. Look up 'Paul Muller' in Google

Ayush Jain

This author has not been identified. Look up 'Ayush Jain' in Google

Theophile Cabannes

This author has not been identified. Look up 'Theophile Cabannes' in Google

Georgios Piliouras

This author has not been identified. Look up 'Georgios Piliouras' in Google

Julien Pérolat

This author has not been identified. Look up 'Julien Pérolat' in Google

Romuald Elie

This author has not been identified. Look up 'Romuald Elie' in Google

Olivier Pietquin

This author has not been identified. Look up 'Olivier Pietquin' in Google

Matthieu Geist

This author has not been identified. Look up 'Matthieu Geist' in Google