Olivier Pietquin

Venues

Frequent coauthors

Papers

1. NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics
   ICLR 2025 ·

   David Robinson

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2. Self-Improving Robust Preference Optimization
   ICLR 2025 ·

   Eugene Choi

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3. ShiQ: Bringing back Bellman to LLMs
   NeurIPS 2025 ·

   Pierre Clavier

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4. Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs
   ACL 2024 ·

   Arash Ahmadian

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5. Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion
   EMNLP 2024 ·

   Yannis Flet-Berliac

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6. Countering Reward Over-Optimization in LLM with Demonstration-Guided Reinforcement Learning
   ACL 2024 ·

   Mathieu Rita

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7. Learning Discrete-Time Major-Minor Mean Field Games
   AAAI 2024 ·

   Kai Cui

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8. MusicRL: Aligning Music Generation to Human Preferences
   ICML 2024 ·

   Geoffrey Cideron

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9. Population-aware Online Mirror Descent for Mean-Field Games by Deep Reinforcement Learning
   AAMAS 2024 ·

   Zida Wu

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