@article{retrievalaugmentedllmagentslearningtolea, title = {Retrieval-Augmented LLM Agents: Learning to Learn from Experience}, author = {Thomas Palmeira Ferraz and Romain Deffayet and Vassilina Nikoulina and Hervé Déjean and Stéphane Clinchant}, year = {2026}, eprint = {2603.18272}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.18272}, }