Author

Herv'e D'ejean

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#artificial intelligence Mar 2026

Retrieval-Augmented LLM Agents: Learning to Learn from Experience

Simple episodic retrieval is established as a strong foundation for agent memory and retrieval-aware fine-tuning as a practical and effective framework for building agents that learn to learn from experience.

Thomas Palmeira Ferraz, Romain Deffayet, Vassilina Nikoulina et al. · arXiv.org · 6 citations