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Safety in human-robot interaction can be divided into physical safety and perceived safety, where the latter is still under-addressed in the literature. Investigating perceived safety in human-robot interaction requires a multidisciplinary…

Human-Computer Interaction · Computer Science 2021-10-19 Neziha Akalin , Annica Kristoffersson , Amy Loutfi

A service robot can provide a smoother interaction experience if it has the ability to proactively detect whether a nearby user intends to interact, in order to adapt its behavior e.g. by explicitly showing that it is available to provide a…

Robotics · Computer Science 2024-10-07 Gabriele Abbate , Alessandro Giusti , Viktor Schmuck , Oya Celiktutan , Antonio Paolillo

Often robots are seen as a means to an end to fulfill a logical objective task. Android robots, on the other hand, provide new possibilities to fulfill emotional tasks and could therefore be integrated into assistive scenarios. We explored…

Human-Computer Interaction · Computer Science 2023-03-27 Nora Hille , Berenike Bürvenich , Felix Carros , Mehrbod Manavi , Rainer Wieching , Yoshio Matsumoto , Volker Wulf

The development of assistive robots for social collaboration raises critical questions about responsible and inclusive design, especially when interacting with individuals from protected groups such as those with disabilities or advanced…

Robotics · Computer Science 2025-07-23 Sabrina Livanec , Laura Londoño , Michael Gorki , Adrian Röfer , Abhinav Valada , Andrea Kiesel

Social robots, also known as service or assistant robots, have been developed to improve the quality of human life in recent years. The design of socially capable and intelligent robots can vary, depending on the target user groups. In this…

Robotics · Computer Science 2018-08-02 Xiaodong Wu , Lyn Bartram

Trust and the perception of trustworthiness play an important role in decision-making and our behaviour towards others, and this is true not only of human-human interactions but also of human-robot interactions. While significant advances…

Robotics · Computer Science 2025-09-18 Benedict Barrow , Roger K. Moore

In times of more and more complex interaction techniques, we point out the powerfulness of colored light as a simple and cheap feedback mechanism. Since it is visible over a distance and does not interfere with other modalities, it is…

The 'intuitive' trust people feel when encountering robots in public spaces is a key determinant of their willingness to cooperate with these robots. We conducted four experiments to study this topic in the context of peacekeeping robots.…

Robotics · Computer Science 2022-05-20 Ohad Inbar , Joachim Meyer

To design trustworthy robots, we need to understand the impact factors of trust: people's attitudes, experience, and characteristics; the robot's physical design, reliability, and performance; a task's specification and the circumstances…

Robotics · Computer Science 2017-03-10 Satragni Sarkar , Dejanira Araiza-Illan , Kerstin Eder

Humans make complex inferences on faces, ranging from objective properties (gender, ethnicity, expression, age, identity, etc) to subjective judgments (facial attractiveness, trustworthiness, sociability, friendliness, etc). While the…

Computer Vision and Pattern Recognition · Computer Science 2017-05-12 Amanda Song , Linjie Li , Chad Atalla , Garrison Cottrell

Machine learning models are extensively being used to make decisions that have a significant impact on human life. These models are trained over historical data that may contain information about sensitive attributes such as race, sex,…

Machine Learning · Computer Science 2020-10-22 Ramanujam Madhavan , Mohit Wadhwa

A robot's appearance is a known factor influencing user's mental model and human-robot interaction, that has not been studied in the context of its influence in expected robot explanations. In this study, we investigate whether and to what…

Robotics · Computer Science 2025-12-15 Hana Kopecka , Jose Such

Human-Robot-Interaction (HRI) research is typically built around the premise that the robot serves to assist a human in achieving a human-led goal or shared task. However, there are many circumstances during HRI in which a robot may need…

Robotics · Computer Science 2016-07-26 David Cameron , Ee Jing Loh , Adriel Chua , Emily Collins , Jonathan M. Aitken , James Law

The paper reports an empirical study of the effect of human treatment of a robot on the social perception of the robot's behavior. The study employed an enacted interaction between an anthropomorphic "waiter" robot and two customers. The…

Robotics · Computer Science 2024-06-26 Victor Kaptelinin , Suna Bensch , Thomas Hellström , Patrik Björnfot , Shikhar Kumar

Machine learning has significantly enhanced the abilities of robots, enabling them to perform a wide range of tasks in human environments and adapt to our uncertain real world. Recent works in various machine learning domains have…

This study reviews research on social emotions in robotics. In robotics, the study of emotions has been pursued for a long time, including the study of their recognition, expression, and computational modeling of the basic mechanisms which…

Robotics · Computer Science 2022-01-17 Chie Hieida , Takayuki Nagai

Social robots are increasingly introduced into children's lives as educational and social companions, yet little is known about how these products might best be introduced to their environments. The emergence of the "unboxing" phenomenon in…

Robotics · Computer Science 2022-05-06 Christine P Lee , Bengisu Cagiltay , Bilge Mutlu

Fairness in human-robot interaction critically depends on the reliability of the perceptual models that enable robots to interpret human behavior. While demographic biases have been widely studied in high-level facial analysis tasks, their…

Computer Vision and Pattern Recognition · Computer Science 2026-04-09 Pablo Parte , Roberto Valle , José M. Buenaposada , Luis Baumela

Perceptions of gender are a significant aspect of human-human interaction, and gender has wide-reaching social implications for robots deployed in contexts where they are expected to interact with humans. This work explored two flexible…

Robotics · Computer Science 2024-12-23 Nathaniel S. Dennler , Mina Kian , Stefanos Nikolaidis , Maja Matarić

As robotic systems become more and more capable of assisting humans in their everyday lives, we must consider the opportunities for these artificial agents to make their human collaborators feel unsafe or to treat them unfairly. Robots can…

Robotics · Computer Science 2022-02-08 Laura Londoño , Adrian Röfer , Tim Welschehold , Abhinav Valada