Barriers and challenges for AI and HRC integration

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Authors: Josep Rueda, Gorka Sorrosal, Gerardo Minella, Tomasz Kołcon, Perin Ünal, Panagiotis Vlacheas, Sharath Chandra Akkaladevi
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Abstract

The flexibility provided by collaborative robotics is making it increasingly relevant in industrial scenarios. However, this growth is also highlighting the existing limitations and integration challenges of both collaborative robotics and the AI that supports many of its applications. This paper outlines the main challenges identified that hinder the integration of Human-Robot Collaboration at different levels of interaction: physical contact management, object handling, environment avoidance, task scheduling andmanagement and task scheduling adaptation. These challenges have been focused and analyzed from the perspective of the specific use cases of the AI-PRISM project.

Fields of Study & Subjects

Robot Manipulation and Learning Robotics and Automated Systems Prosthetics and Rehabilitation Robotics

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
27 February 2026
Language
EN