Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting. - Mohamed Salim Aissi; Clément Romac; Thomas Carta; Sylvain Lamprier; Pierre-Yves Oudeyer; Olivier Sigaud; Laure Soulier; Nicolas Thome (NAACL (Findings), 2025)

VIPER: Visual Perception and Explainable Reasoning for Sequential Decision-Making. - Mohamed Salim Aissi; Clémence Grislain; Mohamed Chetouani; Olivier Sigaud; Laure Soulier; Nicolas Thome (CoRR, 2025)