Raphaël Lorenzo

Bio

Raphael Lorenzo is a PhD student at INRIA Nancy (HUCEBOT Team) and the CEA-LIST laboratory since 2024. He works under the supervision of Dr. Serena Ivaldi (Research Director, INRIA) and Dr. Bertrand Luvison (Research Engineer, CEA) on multimodal anticipation of human-robot interactions for social robotics. Prior to his PhD, he worked on 3D perception for unstructured outdoor environments at Nexter Robotics (2021-2024), where he developed, integrated, and tested deep learning methods for autonomous UGVs. His current research focuses on leveraging foundation models for video and spatial understanding, with broader interests in artificial intelligence for real-world robotic perception.

Research Interests

Visual Foundation Models
Vision Langage Models
Human Robot Interaction
Social Robotics

In Brief

Topic: Multimodal anticipation of human-robot interactions
Supervisors: Dr. Serena Ivaldi (INRIA), Dr. Bertrand Luvison (CEA)
Funding: PEPR O2R “Robotique Organique” – AS3 “Decision, Learning and Social Interaction”

Publications

Publications HAL de Raphael,Lorenzo

2024

Preprints, Working Papers, …

titre
From Vocal Instructions to Household Tasks: The Inria Tiago++ in the euROBIN Service Robots Coopetition
auteur
Fabio Amadio, Clemente Donoso Krauss, Dionis Totsila, Raphael Lorenzo, Quentin Rouxel, Olivier Rochel, Enrico Mingo Hoffman, Jean-Baptiste Mouret, Serena Ivaldi
article
2024
Accès au texte intégral et bibtex
https://hal.science/hal-04868440/file/RAP_euRobin_paper.pdf BibTex