The workshop explores the integration of social robotics and artificial intelligence for human-centered assistive and rehabilitation solutions. With the increasing demand for personalized, adaptive, and continuous care, the event aims to bring together researchers and practitioners to discuss the latest advancements in AI-driven robotic platforms, user modeling, and adaptive interaction strategies. The focus is on bridging clinical, technological, and ethical perspectives to foster innovation in both clinical and home-care settings.

Submission Guidelines

All submitted papers will be evaluated by at least two members of the program committee, based on originality, significance, relevance and technical quality. Papers should be formatted according to the CEUR-WS's single-column style. We look for contributions submitted as Extended Abstracts (5 pages + references) to present original work, work-in-progress or work already presented in other venues. The author(s) will be required to orally present their paper to workshop attendees. Submissions must be made through the EasyChair conference system: https://fit4medrob-workshop.github.io/workshop_Fit4MedRob_ICSR/index.html At least one of the authors should register and take part at the conference to make the presentation.

List of Topics

The workshop welcomes submissions on cutting-edge research and applications in the following areas:

• Personalisation in Human-Robot Interaction (HRI)
• User modeling and adaptive robotics
• Socially intelligent and affective robots
• AI for rehabilitation and assistive robotics
• Context and situation awareness
• Dialogue systems and non-verbal communication
• Ethical, legal, and societal aspects of assistive robotics
• Evaluation metrics and clinical outcomes

Committees

Program Committee

• TBD

Organizing committee

• AndreA Orlandini, Institute of Cognitive Sciences and Technologies (ISTC), National Research Council of Italy (CNR)

• Christian Tamantini, Institute of Cognitive Sciences and Technologies (ISTC), National Research Council of Italy (CNR)

• Luigi D'Arco, Department of Electrical Engineering and Information Technology, University of Naples Federico II

• Silvia Rossi, Department of Electrical Engineering and Information Technology, University of Naples Federico II