Romuald Elie
9 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🏆 Grand Slam
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Learning Types
(5)
Mathematics & Optimization
(4)
Reinforcement Learning
(4)
Methods
(4)
Optimization
(4)
Deep Learning
(3)
Optimization & Theory
(3)
Application Areas
(2)
Models
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Applications
(1)
Keywords
fictitious play
(5)
mean field game
(5)
reinforcement learning
(4)
nash equilibrium
(3)
model-free learning
(2)
generative adversarial network
(2)
neural network
(2)
deep reinforcement learning
(2)
multi-agent system
(2)
knowledge distillation
(1)
time series generation
(1)
game theory
(1)
multi-class classification
(1)
equilibrium computation
(1)
deep learning
(1)
model merging
(1)
transfer learning
(1)
normalizing flow
(1)
wasserstein metric
(1)
generative model
(1)
Papers
Diversity-Rewarded CFG Distillation
ICLR 2025
Fairness guarantees in multi-class classification with demographic parity
JMLR 2024
Generative Adversarial Equilibrium Solvers
ICLR 2024
Conditional Loss and Deep Euler Scheme for Time Series Generation
AAAI 2022
Generalization in Mean Field Games by Learning Master Policies
AAAI 2022
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
ICML 2022
Mean Field Games Flock! The Reinforcement Learning Way
IJCAI 2021
Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications
NeurIPS 2020
On the Convergence of Model Free Learning in Mean Field Games
AAAI 2020