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Matthieu Geist — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Matthieu Geist
21
papers ·
62
citations ·
24
h-index
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Most-cited papers
Deep Conservative Policy Iteration
2019 · 29 citations
Mean Field Games Flock! The Reinforcement Learning Way
2021 · 16 citations
Learning in Mean Field Games: A Survey
2022 · 13 citations
How To Train Your HERON
2021 · 3 citations
IQ-Learn: Inverse soft-Q Learning for Imitation
2021 · 1 citations
Bench-MFG: A Benchmark Suite for Learning in Stationary Mean Field Games
2026
Sim2Dust: Mastering Dynamic Waypoint Tracking on Granular Media
2025
On the Convergence of Model Free Learning in Mean Field Games
2019
Offline Reinforcement Learning as Anti-Exploration
2021
The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model
2023
Periodic agent-state based Q-learning for POMDPs
2024
Top co-authors
Mathieu Lauri\`ere
· 4
Julien P\'erolat
· 3
Olivier Pietquin
· 3
Romuald \'Elie
· 2
Sarah Perrin
· 2
Aditya Mahajan
· 1
Amit Sinha
· 1
Andrej Orsula
· 1
Antoine Richard
· 1
Carol Martinez
· 1
Cedric Pradalier
· 1
Chris Cundy
· 1
Topics
Model-Based RL
Game AI
cs.LG
Exploration
Policy Gradient
Value-Based
Multi-Agent
cs.AI
cs.MA
math.OC