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Olivier Pietquin

9 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

ACL ×2ICLR ×2AAAI ×1AAMAS ×1EMNLP ×1ICML ×1NeurIPS ×1

Frequent coauthors

Matthieu Geist
×6
Arash Ahmadian
×3
Florian Strub
×3
Eugene Choi
×2
Mohammad Gheshlaghi Azar
×2
Nathan Grinsztajn
×2
Yannis Flet-Berliac
×2
Chris Cremer
×2
Mathieu Laurière
×2
David Robinson
×1
Marius Miron
×1
Masato Hagiwara
×1

Papers

  1. NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics
    ICLR 2025 ·
    David Robinson
    ,
    Marius Miron
    ,
    Masato Hagiwara
    , Olivier Pietquin
  2. Self-Improving Robust Preference Optimization
    ICLR 2025 ·
    Eugene Choi
    ,
    Arash Ahmadian
    ,
    Matthieu Geist
    , Olivier Pietquin,
    Mohammad Gheshlaghi Azar
  3. ShiQ: Bringing back Bellman to LLMs
    NeurIPS 2025 ·
    Pierre Clavier
    ,
    Nathan Grinsztajn
    ,
    Raphaël Avalos
    ,
    Yannis Flet-Berliac
    ,
    Irem Ergün
    ,
    Omar Darwiche Domingues
    , Olivier Pietquin,
    Pierre H. Richemond
    ,
    Florian Strub
    ,
    Matthieu Geist
  4. Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs
    ACL 2024 ·
    Arash Ahmadian
    ,
    Chris Cremer
    ,
    Matthias Gallé
    ,
    Marzieh Fadaee
    ,
    Julia Kreutzer
    , Olivier Pietquin,
    Ahmet Üstün
    ,
    Sara Hooker
  5. Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion
    EMNLP 2024 ·
    Yannis Flet-Berliac
    ,
    Nathan Grinsztajn
    ,
    Florian Strub
    ,
    Eugene Choi
    ,
    Bill Wu
    ,
    Chris Cremer
    ,
    Arash Ahmadian
    ,
    Yash Chandak
    ,
    Mohammad Gheshlaghi Azar
    , Olivier Pietquin,
    Matthieu Geist
  6. Countering Reward Over-Optimization in LLM with Demonstration-Guided Reinforcement Learning
    ACL 2024 ·
    Mathieu Rita
    ,
    Florian Strub
    ,
    Rahma Chaabouni
    ,
    Paul Michel
    ,
    Emmanuel Dupoux
    , Olivier Pietquin
  7. Learning Discrete-Time Major-Minor Mean Field Games
    AAAI 2024 ·
    Kai Cui
    ,
    Gökçe Dayanikli
    ,
    Mathieu Laurière
    ,
    Matthieu Geist
    , Olivier Pietquin,
    Heinz Koeppl
  8. MusicRL: Aligning Music Generation to Human Preferences
    ICML 2024 ·
    Geoffrey Cideron
    ,
    Sertan Girgin
    ,
    Mauro Verzetti
    ,
    Damien Vincent
    ,
    Matej Kastelic
    ,
    Zalán Borsos
    ,
    Brian McWilliams
    ,
    Victor Ungureanu
    ,
    Olivier Bachem
    , Olivier Pietquin,
    Matthieu Geist
    ,
    Léonard Hussenot
    ,
    Neil Zeghidour
    ,
    Andrea Agostinelli
  9. Population-aware Online Mirror Descent for Mean-Field Games by Deep Reinforcement Learning
    AAMAS 2024 ·
    Zida Wu
    ,
    Mathieu Laurière
    ,
    Samuel Jia Cong Chua
    ,
    Matthieu Geist
    , Olivier Pietquin,
    Ankur Mehta