Explainable human-robot training and cooperation with augmented reality

C Wang, A Belardinelli, S Hasler, T Stouraitis… - Extended Abstracts of …, 2023 - dl.acm.org
The current spread of social and assistive robotics applications is increasingly highlighting
the need for robots that can be easily taught and interacted with, even by users with no …

Multimodal Coherent Explanation Generation of Robot Failures

P Pramanick, S Rossi - 2024 IEEE/RSJ International …, 2024 - ieeexplore.ieee.org
The explainability of a robot's actions is crucial to its acceptance in social spaces. Explaining
why a robot fails to complete a given task is particularly important for non-expert users to be …

Ex (plainable) machina: how social-implicit xai affects complex human-robot teaming tasks

M Matarese, F Cocchella, F Rea… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
In this paper, we investigated how shared experience-based counterfactual explanations
affected people's performance and robots' persuasiveness during a decision-making task in …

Self-supervised 6-DoF Robot Grasping by Demonstration via Augmented Reality Teleoperation System

X Dengxiong, X Wang, S Bai, Y Zhang - arXiv preprint arXiv:2404.03067, 2024 - arxiv.org
Most existing 6-DoF robot grasping solutions depend on strong supervision on grasp pose
to ensure satisfactory performance, which could be laborious and impractical when the robot …

Helping Humans Become Better Teachers for Robots with Augmented Reality

A Cleaver, J Sinapov - 2023 - openreview.net
We demonstrate TRAinAR, an augmented reality (AR)-based tool that is designed to
improve sim2real reinforcement learning (RL) for robots. TRAinAR aims to enable users to …

Effects of Incoherence in Multimodal Explanations of Robot Failures

P Pramanick, L Raggioli, A Rossi, S Rossi - Companion Proceedings of …, 2024 - dl.acm.org
Providing explanations of a robot's behavior is a key enabler of trust in robots. Such
explanations should be intuitive to people who are not experts in robotics. Prior research …

Creating a Shared Reality With Robots: How Augmented Reality Can Facilitate Perception-Related Tasks, Guide Manipulation Behaviors, and Identify Trajectory …

AV Cleaver - 2024 - search.proquest.com
Augmented reality (AR) has emerged as a transformative tool in reshaping the field of
human-robot interaction (HRI), especially in tasks requiring seamless manipulation and …

Mixed Reality: an Efficient Communication Channel for Human-Robot Collaboration

S Maccio - 2024 - tesidottorato.depositolegale.it
Collaborative robots represent a technological leap forward, and their adoption could benefit
many small and medium-sized enterprises (SMEs). Such robots are cost-effective and allow …

XAI in HRI: A Journey to the Centre of the Explainability

M Matarese - 2024 - tesidottorato.depositolegale.it
We are witnessing the global spread of artificial intelligence (AI) technology in people's
everyday lives. With the advent of the AI surge, the demand for explainable AI (XAI) …

How Indirect and Direct Interaction Affect the Trustworthiness in Normal and Explainable Human-Robot Interaction

TA Pham, L Espinosa-Leal - International Conference on Science and …, 2024 - Springer
Human-robot interaction (HRI) attracts significant attention from the public due to the ubiquity
of robots in factories, restaurants, and even at home. However, the engagement of users in …