SaLinA: Sequential Learning of Agents. - Ludovic Denoyer; Alfredo De la Fuente; Song Duong; Jean-Baptiste Gaya; Pierre-Alexandre Kamienny; Daniel H. Thompson (CoRR, 2021)

Learning a subspace of policies for online adaptation in Reinforcement Learning. - Jean-Baptiste Gaya; Laure Soulier; Ludovic Denoyer (ICLR, 2022)

Building a Subspace of Policies for Scalable Continual Learning. - Jean-Baptiste Gaya; Thang Doan; Lucas Caccia; Laure Soulier; Ludovic Denoyer; Roberta Raileanu (ICLR, 2023)

Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. - Alexandre Ramé; Guillaume Couairon; Corentin Dancette; Jean-Baptiste Gaya; Mustafa Shukor; Laure Soulier; Matthieu Cord (NeurIPS, 2023)

WorldSense: A Synthetic Benchmark for Grounded Reasoning in Large Language Models. - Youssef Benchekroun; Megi Dervishi; Mark Ibrahim; Jean-Baptiste Gaya; Xavier Martinet; Grégoire Mialon; Thomas Scialom; Emmanuel Dupoux; Dieuwke Hupkes; Pascal Vincent (CoRR, 2023)

Subspaces of Policies for Deep Reinforcement Learning. (Sous-espaces de politiques pour l'apprentissage par renforcement profond). - Jean-Baptiste Gaya (2024)