Rethinking the Role of Collaborative Robots in Rehabilitation

Read full text
Authors: Vivek Gupte, Shalutha Rajapakshe, Emmanuel Senft
Cited by: 0
References: 29

Abstract

Current research on collaborative robots (cobots) in physical rehabilitation largely focuses on repeated motion training for people undergoing physical therapy (PuPT), even though these sessions include phases that could benefit from robotic collaboration and assistance. Meanwhile, access to physical therapy remains limited for people with disabilities and chronic illnesses. Cobots could support both PuPT and therapists, and improve access to therapy, yet their broader potential remains underexplored. We propose extending the scope of cobots by imagining their role in assisting therapists and PuPT before, during, and after a therapy session. We discuss how cobot assistance may lift access barriers by promoting ability-based therapy design and helping therapists manage their time and effort. Finally, we highlight challenges to realizing these roles, including advancing user-state understanding, ensuring safety, and integrating cobots into therapists’ workflow. This view opens new research questions and opportunities to draw from the HRI community’s advances in assistive robotics.

Fields of Study & Subjects

Prosthetics and Rehabilitation Robotics Social Robot Interaction and HRI Robot Manipulation and Learning

Publication details

Journal / source
ACM/IEEE International Conference on Human-Robot Interaction (HRI)
Pages
568–572
Publication date
12 March 2026
Language
EN