The Role of Embodiment in Human-Robot Interaction: Modelling Attentional Behaviours through Cognitive Neuro-Robotics

Author: Massimiliano Cappuccio

Cappuccio, Massimiliano, 2025 The Role of Embodiment in Human-Robot Interaction: Modelling Attentional Behaviours through Cognitive Neuro-Robotics, Flinders University, College of Science and Engineering

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Abstract

Robot cognition is fundamentally embodied. I articulate this idea in three domains of skilful expertise: sensorimotor skills, concerning the preconditions for competent autonomous or team-based action; social skills, concerning robots’ ability to interact meaningfully with humans, gain trust, and build lasting relationships; and moral/pedagogical skills, concerning how robots can promote human self-improvement and learning. I focus on the embodiment of attentional behaviours (eye contact, gaze following, joint attention) in their action-guiding, communicative, and moralizing roles. Attention, I contend, is not an abstract intellectual stance but a concrete form of engagement strictly tied to physical presence, poise, and behaviour. My “bottom-up” approach is inspired by enactivist robotics. By combining computational models, literature review, and experimental data, I show that correctly understanding human and robotic attention is crucial to design successful human-robot interactions.

Keywords: social robotics, human-robot interaction, human-computer interaction, attention, autistic spectrum disorder, cognitive robotics, enactive cognition, embodied cognition, embodiment, trust, acceptance, technology resistance, developmental robotics, virtue ethics, synthetic methods, skill & expertise, action control

Subject: Computer Science thesis

Thesis type: Doctor of Philosophy
Completed: 2025
School: College of Science and Engineering
Supervisor: Richard Leibbrandt