@inproceedings{salim-aissi-etal-2025-apprentissage, title = "Apprentissage par renforcement pour l{'}alignement des agents {LLM}s avec des environnements interactifs : quantification et r{\'e}duction du surapprentissage aux prompts", author = "Salim Aissi, Mohamed and Romac, Clement and Carta, Thomas and Lamprier, Sylvain and Oudeyer, Pierre-Yves and Sigaud, Olivier and Soulier, Laure and Thome, Nicolas", editor = "Bechet, Fr{\'e}d{\'e}ric and Chifu, Adrian-Gabriel and Pinel-sauvagnat, Karen and Favre, Benoit and Maes, Eliot and Nurbakova, Diana", booktitle = "Actes des 32{\`e}me Conf{\'e}rence sur le Traitement Automatique des Langues Naturelles (TALN), volume 2 : traductions d'articles publi{\'e}s", month = "6", year = "2025", address = "Marseille, France", publisher = "ATALA {\textbackslash}{\textbackslash}{\&} ARIA", url = "https://aclanthology.org/2025.jeptalnrecital-trad.5/", pages = "6--7", language = "fra" }