Pierluca D'Oro

Hierarchical Procedural Meta-Reasoning for Generalizable Multimodal Agents

While multimodal agents can achieve strong performance through fine-tuning, their ability to generalize remains limited in complex real-world tasks such as mobile navigation, where diverse applications, frequent system changes, and customized workflows are common in practice. We argue that a fundame…