@inproceedings{aissi-etal-2025-reinforcement, title = "Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting", author = "Aissi, Mohamed Salim and Romac, Cl{\'e}ment and Carta, Thomas and Lamprier, Sylvain and Oudeyer, Pierre-Yves and Sigaud, Olivier and Soulier, Laure and Thome, Nicolas", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Findings of the Association for Computational Linguistics: NAACL 2025", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2025.findings-naacl.390/", pages = "7030--7046", ISBN = "979-8-89176-195-7" }