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Imitation learning is a popular approach for teaching motor skills to robots. However, most approaches focus on extracting policy parameters from execution traces alone (i.e., motion trajectories and perceptual data). No adequate…

Robotics · Computer Science 2020-10-26 Simon Stepputtis , Joseph Campbell , Mariano Phielipp , Stefan Lee , Chitta Baral , Heni Ben Amor

Picking up objects requested by a human user is a common task in human-robot interaction. When multiple objects match the user's verbal description, the robot needs to clarify which object the user is referring to before executing the…

To address the global challenge of population aging, our goal is to enhance successful aging through the introduction of robots capable of assisting in daily physical activities and promoting light exercises, which would enhance the…

Robotics · Computer Science 2023-12-08 Nourhan Abdulazeem , Yue Hu

This study investigates how partner avatar design affects learning and memory when an avatar serves as a lecturer. Based on earlier research on the environmental context dependency of memory, we hypothesize that the use of diverse partner…

Human-Computer Interaction · Computer Science 2026-03-03 Takato Mizuho , Takuji Narumi , Hideaki Kuzuoka

How human-like do conversational robots need to look to enable long-term human-robot conversation? One essential aspect of long-term interaction is a human's ability to adapt to the varying degrees of a conversational partner's engagement…

Human-Computer Interaction · Computer Science 2022-01-25 Maria Tsfasman , Avinash Saravanan , Dekel Viner , Daan Goslinga , Sarah de Wolf , Chirag Raman , Catholijn M. Jonker , Catharine Oertel

While the efficacy of social robots in supporting people in learning tasks has been extensively investigated, their potential impact in assisting students in self-studying contexts has not been investigated much. This study explores how a…

Robotics · Computer Science 2025-10-29 Hyung Chan Cho , Go-Eum Cha , Yanfu Liu , Sooyeon Jeong

In this paper, we investigate the roles that social robots can take in physical exercise with human partners. In related work, robots or virtual intelligent agents take the role of a coach or instructor whereas in other approaches they are…

Artificial agents, particularly humanoid robots, interact with their environment, objects, and people using cameras, actuators, and physical presence. Their communication methods are often pre-programmed, limiting their actions and…

Artificial Intelligence · Computer Science 2024-06-17 Federico Tavella , Aphrodite Galata , Angelo Cangelosi

Spoken language interaction is at the heart of interpersonal communication, and people flexibly adapt their speech to different individuals and environments. It is surprising that robots, and by extension other digital devices, are not…

Robotics · Computer Science 2024-05-17 Qiaoqiao Ren , Yuanbo Hou , Dick Botteldooren , Tony Belpaeme

Despite growing interest in Learning-by-Teaching (LbT), few studies have explored how this paradigm can be implemented with autonomous, peer-like social robots in real classrooms. Most prior work has relied on scripted or Wizard-of-Oz…

Robotics · Computer Science 2025-06-24 Imene Tarakli , Samuele Vinanzi , Richard Moore , Alessandro Di Nuovo

Learning vocabulary in a primary or secondary language is enhanced when we encounter words in context. This context can be afforded by the place or activity we are engaged with. Existing learning environments include formal learning,…

Human-Computer Interaction · Computer Science 2025-10-21 Maheshya Weerasinghe , Verena Biener , Jens Grubert , Aaron J Quigley , Alice Toniolo , Klen Čopič Pucihar , Matjaž Kljun

Robots can learn preferences from human demonstrations, but their success depends on how informative these demonstrations are. Being informative is unfortunately very challenging, because during teaching, people typically get no…

Robotics · Computer Science 2019-11-07 Sandy H. Huang , Isabella Huang , Ravi Pandya , Anca D. Dragan

Robots in urban environments will inevitably encounter situations beyond their capabilities (e.g., delivery robots unable to press traffic light buttons), necessitating bystander assistance. These spontaneous collaborations possess…

Human-Computer Interaction · Computer Science 2024-05-30 Xinyan Yu , Marius Hoggenmueller , Martin Tomitsch

While thinking aloud has been reported to positively affect problem-solving, the effects of the presence of an embodied entity (e.g., a social robot) to whom words can be directed remain mostly unexplored. In this work, we investigated the…

Robotics · Computer Science 2023-01-19 Maria Teresa Parreira , Sarah Gillet , Iolanda Leite

The structure of curriculum plays a vital role in our learning process, both as children and adults. Presenting material in ascending order of difficulty that also exploits prior knowledge can have a significant impact on the rate of…

Computation and Language · Computer Science 2017-11-30 Ahmed H. Zaidi , Russell Moore , Ted Briscoe

The widespread use of generative AI has led to multiple applications of AI-generated text and media to potentially enhance learning outcomes. However, there are a limited number of well-designed experimental studies investigating the impact…

Human-Computer Interaction · Computer Science 2024-12-17 Zoe Ruo-Yu Li , Caswell Barry , Mutlu Cukurova

We present data from two online human-robot interaction experiments where 227 participants viewed videos of a humanoid robot exhibiting faulty or non-faulty behaviours while either remaining mute or speaking. The participants were asked to…

Robotics · Computer Science 2022-08-30 Amandus Krantz , Christian Balkenius , Birger Johansson

Owing to the recent success of Large Language Models, Modern A.I has been much focused on linguistic interactions with humans but less focused on non-linguistic forms of communication between man and machine. In the present paper, we test…

When presented with an unknown robot (subject) how can an autonomous agent (learner) figure out what this new robot can do? The subject's appearance can provide cues to its physical as well as cognitive capabilities. Seeing a humanoid can…

Artificial Intelligence · Computer Science 2018-08-03 Ashwin Khadke , Manuela Veloso

A single mobile service robot may generate hundreds of encounters with pedestrians, yet there is little published data on the factors influencing these incidental human-robot encounters. We report the results of a between-subjects…

Robotics · Computer Science 2023-11-09 Elliott Hauser , Yao-Cheng Chan , Ruchi Bhalani , Alekhya Kuchimanchi , Hanaa Siddiqui , Justin Hart
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