Romuald Elie

According to our database¹, Romuald Elie authored at least 39 papers between 2008 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2024

Fairness guarantees in multi-class classification with demographic parity.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2024

Diversity-Rewarded CFG Distillation.

[BibT_eX]

[DOI]

CoRR, 2024

Using deep reinforcement learning to promote sustainable human behaviour on a common pool resource problem.

[BibT_eX]

[DOI]

Christopher Summerfield

CoRR, 2024

Generative Adversarial Equilibrium Solvers.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Approximating the Core via Iterative Coalition Sampling.

[BibT_eX]

[DOI]

Edgar A. Duéñez-Guzmán

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

TacticAI: an AI assistant for football tactics.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Figure Data for the paper "Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning".

[BibT_eX]

[DOI]

Dataset, October, 2022

Evolutionary Dynamics and Phi-Regret Minimization in Games.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2022

Learning Correlated Equilibria in Mean-Field Games.

[BibT_eX]

[DOI]

CoRR, 2022

Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Developing, evaluating and scaling learning agents in multi-agent environments.

[BibT_eX]

[DOI]

AI Commun., 2022

Scalable Deep Reinforcement Learning Algorithms for Mean Field Games.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Scaling Mean Field Games by Online Mirror Descent.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Learning Equilibria in Mean-Field Games: Introducing Mean-Field PSRO.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Concave Utility Reinforcement Learning: The Mean-field Game Viewpoint.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Solving N-Player Dynamic Routing Games with Congestion: A Mean-Field Approach.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Conditional Loss and Deep Euler Scheme for Time Series Generation.

[BibT_eX]

[DOI]

Carl Remlinger

Joseph Mikael

Romuald Elie

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Generalization in Mean Field Games by Learning Master Policies.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Game Plan: What AI can do for Football, and What Football can do for AI.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2021

An overview of active learning methods for insurance with fairness appreciation.

[BibT_eX]

[DOI]

CoRR, 2021

Evolutionary Dynamics and Φ-Regret Minimization in Games.

[BibT_eX]

[DOI]

CoRR, 2021

Time-series Imputation of Temporally-occluded Multiagent Trajectories.

[BibT_eX]

[DOI]

CoRR, 2021

Scaling up Mean Field Games with Online Mirror Descent.

[BibT_eX]

[DOI]

CoRR, 2021

Conditional Versus Adversarial Euler-based Generators For Time Series.

[BibT_eX]

[DOI]

Carl Remlinger

Joseph Mikael

Romuald Elie

CoRR, 2021

Mean Field Games Flock! The Reinforcement Learning Way.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

An Adverse Selection Approach to Power Pricing.

[BibT_eX]

[DOI]

Clémence Alasseur

Ivar Ekeland

Romuald Elie

Nicolás Hernández-Santibánez

Dylan Possamaï

SIAM J. Control. Optim., 2020

COVID-19 pandemic control: balancing detection policy and lockdown intervention under ICU sustainability.

[BibT_eX]

[DOI]

CoRR, 2020

Reinforcement Learning in Economics and Finance.

[BibT_eX]

[DOI]

Arthur Charpentier

Romuald Elie

Carl Remlinger

CoRR, 2020

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

On the Convergence of Model Free Learning in Mean Field Games.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Contracting Theory with Competitive Interacting Agents.

[BibT_eX]

[DOI]

Romuald Elie

Dylan Possamaï

SIAM J. Control. Optim., 2019

A Tale of a Principal and Many, Many Agents.

[BibT_eX]

[DOI]

Romuald Elie

Thibaut Mastrolia

Dylan Possamaï

Math. Oper. Res., 2019

Approximate Fictitious Play for Mean Field Games.

[BibT_eX]

[DOI]

CoRR, 2019

2018

On a Class of Path-Dependent Singular Stochastic Control Problems.

[BibT_eX]

[DOI]

Romuald Elie

Ludovic Moreau

Dylan Possamaï

SIAM J. Control. Optim., 2018

2015

Approximate hedging for nonlinear transaction costs on the volume of traded assets.

[BibT_eX]

[DOI]

Romuald Elie

Emmanuel Lépinette

Finance Stochastics, 2015

When terminal facelift enforces delta constraints.

[BibT_eX]

[DOI]

Jean-François Chassagneux

Romuald Elie

Idris Kharroubi

Finance Stochastics, 2015

2010

Optimal Control under Stochastic Target Constraints.

[BibT_eX]

[DOI]

Bruno Bouchard

Romuald Elie

Cyril Imbert

SIAM J. Control. Optim., 2010

2009

Stochastic Target Problems with Controlled Loss.

[BibT_eX]

[DOI]

Bruno Bouchard

Romuald Elie

Nizar Touzi

SIAM J. Control. Optim., 2009

2008

Optimal lifetime consumption and investment under a drawdown constraint.

[BibT_eX]

[DOI]

Romuald Elie

Nizar Touzi

Finance Stochastics, 2008

Romuald Elie

Timeline

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Links

On csauthors.net:

Bibliography

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