@inproceedings{ferraz-etal-2026-retrieval-augmented, title = "Retrieval-Augmented {LLM} Agents: Learning to Learn from Experience", author = "Ferraz, Thomas Palmeira and Deffayet, Romain and Nikoulina, Vassilina and D{\'e}jean, Herv{\'e} and Clinchant, St{\'e}phane", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.57/", pages = "1297--1335", ISBN = "979-8-89176-459-0" }