Publications by Antoine Clavaud

Activity

• Master's Student: Jan 2024 - Jul 2025

Master's theses

1. The Challenges of Learning Representations for Reinforcement Learning Without Experience Replay
   by Antoine Clavaud, with Sarath Chandar as supervisor.
   Polytechnique Montréal ⸺ December 2025.
   [thesis]

Preprints

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

Conference and Journal Papers

2026

1. Squeezing More from the Stream: Learning Representation Online for Streaming Reinforcement Learning
   Nilaksh*, Antoine Clavaud*, Mathieu Reymond, François Rivest, and Sarath Chandar
   International Conference on Machine Learning (ICML), 2026.
   #RL, #DL
   [arXiv], [code]