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This work aims to interpret human behavior to anticipate potential user confusion when a robot provides explanations for failure, allowing the robot to adapt its explanations for more natural and efficient collaboration. Using a dataset…

Robotics · Computer Science 2025-04-15 Andreas Naoum , Parag Khanna , Elmira Yadollahi , Mårten Björkman , Christian Smith

Shared autonomy integrates user input with robot autonomy in order to control a robot and help the user to complete a task. Our work aims to improve the performance of such a human-robot team: the robot tries to guide the human towards an…

Robotics · Computer Science 2017-06-15 Stefanos Nikolaidis , Yu Xiang Zhu , David Hsu , Siddhartha Srinivasa

Robots in real-world environments continuously engage with multiple users and encounter changes that lead to unexpected conflicts in fulfilling user requests. Recent technical advancements (e.g., large-language models (LLMs), program…

Robotics · Computer Science 2024-05-28 Christine P Lee , Pragathi Praveena , Bilge Mutlu

As robot technology advances, collaboration between humans and robots will become more prevalent in industrial tasks. When humans run into issues in such scenarios, a likely future involves relying on artificial agents or robots for aid.…

Robotics · Computer Science 2025-09-03 Ane San Martin , Michael Hagenow , Julie Shah , Johan Kildal , Elena Lazkano

Autonomy and independent navigation are vital to daily life but remain challenging for individuals with blindness. Robotic systems can enhance mobility and confidence by providing intelligent navigation assistance. However, fully autonomous…

Human-Computer Interaction · Computer Science 2026-01-28 Rayna Hata , Masaki Kuribayashi , Allan Wang , Hironobu Takagi , Chieko Asakawa

The human-robot interaction (HRI) field has recognized the importance of enabling robots to interact with teams. Human teams rely on effective communication for successful collaboration in time-sensitive environments. Robots can play a role…

Human-Computer Interaction · Computer Science 2025-11-13 Tauhid Tanjim , Jonathan St. George , Kevin Ching , Angelique Taylor

Humans are constantly influenced by others' behavior and opinions. Of importance, social influence among humans is shaped by reciprocity: we follow more the advice of someone who has been taking into consideration our opinions. In the…

Robotics · Computer Science 2022-06-17 Joshua Zonca , Anna Folso , Alessandra Sciutti

We introduce a novel capabilities-based bi-directional multi-task trust model that can be used for trust prediction from either a human or a robotic trustor agent. Tasks are represented in terms of their capability requirements, while…

Robotics · Computer Science 2021-06-07 Hebert Azevedo-Sa , X. Jessie Yang , Lionel P. Robert , Dawn M. Tilbury

In this paper, we present results from a human-subject study designed to explore two facets of human mental models of robots---inferred capability and intention---and their relationship to overall trust and eventual decisions. In…

Human-Computer Interaction · Computer Science 2019-09-13 Yaqi Xie , Indu P Bodala , Desmond C. Ong , David Hsu , Harold Soh

In a human-AI collaboration, users build a mental model of the AI system based on its reliability and how it presents its decision, e.g. its presentation of system confidence and an explanation of the output. Modern NLP systems are often…

Computation and Language · Computer Science 2023-10-23 Shehzaad Dhuliawala , Vilém Zouhar , Mennatallah El-Assady , Mrinmaya Sachan

As autonomous vehicles have benefited the society, understanding the dynamic change of humans' trust during human-autonomous vehicle interaction can help to improve the safety and performance of autonomous driving. We designed and conducted…

Human-Computer Interaction · Computer Science 2019-07-19 Shili Sheng , Erfan Pakdamanian , Kyungtae Han , BaekGyu Kim , Prashant Tiwari , Inki Kim , Lu Feng

As robots find their way into more and more aspects of everyday life, questions around trust are becoming increasingly important. What does it mean to trust a robot? And how should we think about trust in relationships that involve both…

Trust is essential in human-robot collaboration, particularly in multi-human, multi-robot (MH-MR) teams, where it plays a crucial role in maintaining team cohesion in complex operational environments. Despite its importance, trust is rarely…

Robotics · Computer Science 2025-03-11 Ike Obi , Ruiqi Wang , Wonse Jo , Byung-Cheol Min

When a robot performs a task next to a human, physical interaction is inevitable: the human might push, pull, twist, or guide the robot. The state-of-the-art treats these interactions as disturbances that the robot should reject or avoid.…

Robotics · Computer Science 2021-07-07 Dylan P. Losey , Andrea Bajcsy , Marcia K. O'Malley , Anca D. Dragan

Socially assistive robots have the potential to improve group dynamics when interacting with groups of people in social settings. This work contributes to the understanding of those dynamics through a user study of trust dynamics in the…

Robotics · Computer Science 2020-10-23 Chris Birmingham , Zijian Hu , Kartik Mahajan , Eli Reber , Maja J Mataric

There is an increasing interest in considering, implementing, and measuring trust in human-robot interaction (HRI). Typically, this centres on influencing user trust within the framing of HRI as a dyadic interaction between robot and user.…

Robotics · Computer Science 2021-09-03 David Cameron , Emily C. Collins

Tactile interaction plays a crucial role in interactions between people. Touch can, for example, help people calm down and lower physiological stress responses. Consequently, it is believed that tactile and haptic interaction matter also in…

Robotics · Computer Science 2022-11-03 Qiaoqiao Ren , Tony Belpaeme

In human-robot teams, humans often start with an inaccurate model of the robot capabilities. As they interact with the robot, they infer the robot's capabilities and partially adapt to the robot, i.e., they might change their actions based…

Robotics · Computer Science 2017-06-15 Stefanos Nikolaidis , Swaprava Nath , Ariel D. Procaccia , Siddhartha Srinivasa

Intelligent robots are redefining a multitude of critical domains but are still far from being fully capable of assisting human peers in day-to-day tasks. An important requirement of collaboration is for each teammate to maintain and…

Robotics · Computer Science 2021-09-21 Akkamahadevi Hanni , Yu Zhang

As robots become more integrated into society, detecting robot errors is essential for effective human-robot interaction (HRI). When a robot fails repeatedly, how can it know when to change its behavior? Humans naturally respond to robot…

Robotics · Computer Science 2025-10-13 Shannon Liu , Maria Teresa Parreira , Wendy Ju