Reinforcement learning approaches in social robotics

N Akalin, A Loutfi - Sensors, 2021 - mdpi.com
This article surveys reinforcement learning approaches in social robotics. Reinforcement
learning is a framework for decision-making problems in which an agent interacts through …

A review on interactive reinforcement learning from human social feedback

J Lin, Z Ma, R Gomez, K Nakamura, B He, G Li - IEEE Access, 2020 - ieeexplore.ieee.org
Reinforcement learning agent learns how to perform a task by interacting with the
environment. The use of reinforcement learning in real-life applications has been limited …

A bibliometric and multi-disciplinary quasi-systematic analysis of social robots: Past, future, and insights of human-robot interaction

SF Wamba, MM Queiroz, L Hamzi - Technological Forecasting and Social …, 2023 - Elsevier
Social robots and their novel applications are slowly emerging to become an indispensable
part of society and businesses. While the field of social robotics has been very …

Empathic robots for long-term interaction: evaluating social presence, engagement and perceived support in children

I Leite, G Castellano, A Pereira, C Martinho… - International Journal of …, 2014 - Springer
As a great number of robotic products are entering people's lives, the question of how can
they behave in order to sustain long-term interactions with users becomes increasingly more …

How many facets does a “social robot” have? A review of scientific and popular definitions online

M Sarrica, S Brondi, L Fortunati - Information Technology & People, 2020 - emerald.com
Purpose On the verge of what has been hailed as the next technological revolution, the
purpose of this paper is to examine scientific and popular definitions of the social robot …

A long-term study of young children's rapport, social emulation, and language learning with a peer-like robot playmate in preschool

JM Kory-Westlund, C Breazeal - Frontiers in Robotics and AI, 2019 - frontiersin.org
Prior research has demonstrated the importance of children's peers for their learning and
development. In particular, peer interaction, especially with more advanced peers, can …

Social robots for engagement in rehabilitative therapies: Design implications from a study with therapists

K Winkle, P Caleb-Solly, A Turton… - Proceedings of the 2018 …, 2018 - dl.acm.org
In this paper we present the results of a qualitative study with therapists to inform social
robotics and human robot interaction (HRI) for engagement in rehabilitative therapies. Our …

How to shape the humor of a robot-social behavior adaptation based on reinforcement learning

K Winkle, P Caleb-Solly, A Turton… - International Journal of …, 2020 - Springer
This paper offers a case study in undertaking a mutual sha** approach to the design of
socially assistive robots. We consider the use of social robots in therapy, and we present our …