Romuald Elie

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Mathieu LaurièreAssistant professor of Mathematics and Data Science, NYU ShanghaiEmail yang diverifikasi di nyu.edu
Olivier PietquinEarth Species Project | ex Google DeepMind (On leave - Professor at University of Lille)Email yang diverifikasi di univ-lille.fr
julien perolatDeepMindEmail yang diverifikasi di google.com
Matthieu GeistCohere (ex Google, on leave of Professor, Université de Lorraine)Email yang diverifikasi di univ-lorraine.fr
bruno bouchardUniversité Paris Dauphine - PSLEmail yang diverifikasi di ceremade.dauphine.fr
Karl TuylsResearch Scientist, Entrepreneur, ex-Google DeepMind, Prof at University of LiverpoolEmail yang diverifikasi di hcompany.ai
Georgios PiliourasGoogle DeepMind, Singapore University of Technology and DesignEmail yang diverifikasi di google.com
TOUZI NizarEcole PolytechniqueEmail yang diverifikasi di polytechnique.edu
Dylan PossamaïFull Professor, ETH Zürich, MathematicsEmail yang diverifikasi di math.ethz.ch
Arthur CharpentierUniversité du Québec à MontréalEmail yang diverifikasi di uqam.ca
Jean-François ChassagneuxProfessor of Applied Mathematics, Université Paris Cité, LPSMEmail yang diverifikasi di lpsm.paris
Thibaut MastroliaUC BerkeleyEmail yang diverifikasi di berkeley.edu
Emma HubertAssistant Professor, Princeton UniversityEmail yang diverifikasi di princeton.edu
Viet Chi TranInriaEmail yang diverifikasi di inria.fr
Ivar EkelandProfessorEmail yang diverifikasi di math.ubc.ca
Mike LudkovskiProfessor, UC Santa BarbaraEmail yang diverifikasi di pstat.ucsb.edu
Sarah PerrinGoogle DeepMind

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Romuald Elie

Deepmind & Université Gustave Eiffel

Email yang diverifikasi di u-pem.fr - Beranda

stochastic control game theory reinforcement learning


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
Mastering the game of Stratego with model-free multiagent reinforcement learning J Perolat, B De Vylder, D Hennes, E Tarassov, F Strub, V de Boer, ... Science 378 (6623), 990-996, 2022	247	2022
Reinforcement learning in economics and finance A Charpentier, R Elie, C Remlinger Computational Economics, 1-38, 2021	206	2021
Discrete-time approximation of decoupled forward–backward SDE with jumps B Bouchard, R Elie Stochastic Processes and their Applications 118 (1), 53-75, 2008	194	2008
Fictitious play for mean field games: Continuous time analysis and applications S Perrin, J Pérolat, M Laurière, M Geist, R Elie, O Pietquin Advances in neural information processing systems 33, 13199-13213, 2020	142	2020
On the convergence of model free learning in mean field games R Elie, J Perolat, M Laurière, M Geist, O Pietquin Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 7143-7150, 2020	140*	2020
Stochastic target problems with controlled loss B Bouchard, R Elie, N Touzi SIAM Journal on Control and Optimization 48 (5), 3123-3150, 2010	133	2010
Game Plan: What AI can do for Football, and What Football can do for AI K Tuyls, S Omidshafiei, P Muller, Z Wang, J Connor, D Hennes, I Graham, ... Journal of Artificial Intelligence Research 71, 41-88, 2021	116	2021
Optimal lifetime consumption and investment under a drawdown constraint R Elie, N Touzi Finance and Stochastics 12, 299-330, 2008	111	2008
A tale of a principal and many, many agents R Elie, T Mastrolia, D Possamaï Mathematics of Operations Research 44 (2), 440-467, 2019	110	2019
Optimal control under stochastic target constraints B Bouchard, R Elie, C Imbert SIAM Journal on Control and Optimization 48 (5), 3501-3531, 2010	105	2010
A simple constructive approach to quadratic BSDEs with or without delay P Briand, R Elie Stochastic processes and their applications 123 (8), 2921-2939, 2013	104	2013
Contact rate epidemic control of COVID-19: an equilibrium view R Elie, E Hubert, G Turinici Mathematical Modelling of Natural Phenomena 15, 35, 2020	103	2020
COVID-19 pandemic control: balancing detection policy and lockdown intervention under ICU sustainability A Charpentier, R Elie, M Laurière, VC Tran Mathematical Modelling of Natural Phenomena 15, 57, 2020	93	2020
Scaling up mean field games with online mirror descent J Perolat, S Perrin, R Elie, M Laurière, G Piliouras, M Geist, K Tuyls, ... arXiv preprint arXiv:2103.00623, 2021	77	2021
Contracting theory with competitive interacting agents R Elie, D Possamaï SIAM Journal on Control and Optimization 57 (2), 1157-1188, 2019	74	2019
Concave utility reinforcement learning: The mean-field game viewpoint M Geist, J Pérolat, M Laurière, R Elie, S Perrin, O Bachem, R Munos, ... arXiv preprint arXiv:2106.03787, 2021	73	2021
BSDEs with mean reflection P Briand, R Elie, Y Hu The Annals of Applied Probability 28 (1), 482-510, 2018	69	2018
A note on existence and uniqueness for solutions of multidimensional reflected BSDEs JF Chassagneux, R Elie, I Kharroubi	60	2011
Discrete-time approximation of BSDEs and probabilistic schemes for fully nonlinear PDEs B Bouchard, R Elie, N Touzi Advanced financial modelling 8, 91-124, 2009	60	2009
Mean–field moral hazard for optimal energy demand response management R Elie, E Hubert, T Mastrolia, D Possamaï Mathematical Finance 31 (1), 399-473, 2021	59	2021

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