Publications d'Mathieu Reymond

• 

  Mathieu Reymond

  Domaines de recherche: Apprentissage par renforcement, IA/ML pour la Science

Activité

• Chercheur postdoctoral: mar. 2024 - maintenant

Prépublications

• Just-in-time Episodic Feedback Hinter: Leveraging Offline Knowledge to Improve LLM Agents Adaptation
  Hadi Nekoei, Aman Jaiswal, Patrice Bechard, Oleh Shliazhko, Orlando Marquez Ayala, Mathieu Reymond, Massimo Caccia, Alexandre Drouin, Sarath Chandar et Alexandre Lacoste
  In ArXiv, 2025.
  #NLP, #RL
  [arXiv]

• GRPO-λ: Credit Assignment improves LLM Reasoning
  Prasanna Parthasarathi*, Mathieu Reymond*, Boxing Chen, Yufei Cui et Sarath Chandar
  In ArXiv, 2025.
  #NLP, #RL
  [arXiv]

• CrystalGym: A New Benchmark for Materials Discovery Using Reinforcement Learning
  Prashant Govindarajan, Mathieu Reymond, Antoine Clavaud, Mariano Phielipp, Santiago Miret et Sarath Chandar
  In ArXiv, 2025.
  #RL, #Other
  [arXiv], [code]

Articles de conférence et de revue

2025

1. A Generalist Hanabi Agent
   Arjun Vaithilingam Sudhakar*, Hadi Nekoei*, Mathieu Reymond, Miao Liu, Janarthanan Rajendran et Sarath Chandar
   International Conference on Learning Representations (ICLR), 2025.
   #RL
   [website], [openreview], [arXiv], [code]