Empathic Robot for Group Learning

Author:

Alves-Oliveira Patrícia1,Sequeira Pedro2,Melo Francisco S.3,Castellano Ginevra4,Paiva Ana3

Affiliation:

1. Instituto Universitário de Lisboa (ISCTE-IUL), CIS-IUL, and Group on Artificial Intelligence for People and Society, GAIPS, from INESC-ID, Lisbon, Portugal

2. Northeastern University, College of Computer and Information Science, Boston, MA, USA

3. Instituto Superior Técnico, Universidade de Lisboa, and Group on Artificial Intelligence for People and Society, GAIPS, from INESC-ID, Porto Salvo, Portugal

4. Department of Information Technology, Uppsala University, Uppsala, Sweden

Abstract

This work explores a group learning scenario with an autonomous empathic robot. We address two research questions: (1) Can an autonomous robot designed with empathic competencies foster collaborative learning in a group context? (2) Can an empathic robot sustain positive educational outcomes in long-term collaborative learning interactions with groups of students? To answer these questions, we developed an autonomous robot with empathic competencies that is able to interact with a group of students in a learning activity about sustainable development. Two studies were conducted. The first study compares learning outcomes in children across three conditions: learning with an empathic robot; learning with a robot without empathic capabilities; and learning without a robot. The results show that the autonomous robot with empathy fosters meaningful discussions about sustainability, which is a learning outcome in sustainability education. The second study features groups of students who interact with the robot in a school classroom for 2 months. The long-term educational interaction did not seem to provide significant learning gains, although there was a change in game-actions to achieve more sustainability during game-play. This result reflects the need to perform more long-term research in the field of educational robots for group learning.

Funder

Carnegie Mellon Portugal Program and its Information and Communications Technologies Institute

Fundação para a Ciência e a Tecnologia

Publisher

Association for Computing Machinery (ACM)

Subject

Artificial Intelligence,Human-Computer Interaction

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1. A Vision for Introducing AI Topics: A Case Study;Evolution of STEM-Driven Computer Science Education;2024

2. Mitigating the Negative Effect of Telepresence Robots via an Empathy-Eliciting Robot Moderator;2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE);2023-10-25

3. Social robots in a project‐based learning environment: Adolescent understanding of robot–human interactions;Journal of Computer Assisted Learning;2023-09-17

4. Federated Continual Learning for Socially Aware Robotics;2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN);2023-08-28

5. At school with a robot: Italian students’ perception of robotics during an educational program.;2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN);2023-08-28

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