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Marc Dymetman — most-cited papers & profile · Reinforcement Learning
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overview
Marc Dymetman
7
papers ·
43
citations ·
18
h-index
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Most-cited papers
Distributional Reinforcement Learning for Energy-Based Sequential Models
2019 · 6 citations
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting
2022 · 6 citations
Aligning Language Models with Preferences through f-divergence Minimization
2023 · 5 citations
Binary Rewards and Reinforcement Learning: Fundamental Challenges
2026
Exponential families from a single KL identity
2026
Whatever Remains Must Be True: Filtering Drives Reasoning in LLMs, Shaping Diversity
2025
Top co-authors
Jos Rozen
· 2
Tomasz Korbak
· 2
Dongyoung Go
· 1
Germ\'an Kruszewski
· 1
Germán Kruszewski
· 1
Germán Kruszewski
· 1
Hady Elsahar
· 1
Jean‐Marc Andreoli
· 1
Nahyeon Ryu
· 1
Pierre Erbacher
· 1
Tetiana Parshakova
· 1
Topics
RLHF & Alignment
Policy Gradient
Model-Based RL
Exploration