The Journey or the Destination: The Impact of Transparency and Goal Attainment on Trust in Human-Robot Teams

ES Kox, J van den Boogaard, V Turjaka… - ACM Transactions on …, 2024 - dl.acm.org
As robots gain autonomy, human-robot task delegation can become more goal-oriented;
specifying what to do rather than how. This can lead to unexpected robot behaviour. We …

Interdependence and trust analysis (ITA): a framework for human–machine team design

C Centeio Jorge, CM Jonker… - Behaviour & Information …, 2024 - Taylor & Francis
As machines' autonomy increases, the possibilities for collaboration between a human and
a machine also increase. In particular, tasks may be performed with varying levels of …

Trust and Dependence on Robotic Decision Support

M Natarajan, M Gombolay - IEEE Transactions on Robotics, 2024 - ieeexplore.ieee.org
This article investigates people's trust and dependence on robotic decision support systems
(DSSs), which provide cognitive assistance through suggestions. Robotic DSSs may not …

Recency Bias in Task Performance History Affects Perceptions of Robot Competence and Trustworthiness

MB Luebbers, A Tabrez, KS Talanki… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Human memory of a robot's competence, and resulting subjective perceptions of that robot,
are influenced by numerous cognitive biases. One class of cognitive bias deals with the …

Autonomous Policy Explanations for Effective Human-Machine Teaming

A Tabrez - Proceedings of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Policy explanation, a process for describing the behavior of an autonomous system, plays a
crucial role in effectively conveying an agent's decision-making rationale to human …

Bidirectional Human Interactive AI Framework for Social Robot Navigation

T Girgin, E Girgin, Y Yildirim, E Ugur… - arxiv preprint arxiv …, 2024 - arxiv.org
Trustworthiness is a crucial concept in the context of human-robot interaction. Cooperative
robots must be transparent regarding their decision-making process, especially when …

Leveraging Counterfactual Paths for Contrastive Explanations of POMDP Policies

B Kraske, Z Laouar, Z Sunberg - arxiv preprint arxiv:2403.19760, 2024 - arxiv.org
As humans come to rely on autonomous systems more, ensuring the transparency of such
systems is important to their continued adoption. Explainable Artificial Intelligence (XAI) aims …

Toward RAPS: the Robot Autonomy Perception Scale

RS Silva, C Smith, L Bezerra, T Williams - arxiv preprint arxiv:2407.11236, 2024 - arxiv.org
Human-robot interactions can change significantly depending on how autonomous humans
perceive a robot to be. Yet, while previous work in the HRI community measured perceptions …

Explainable Guidance and Justification for Mental Model Alignment in Human-Robot Teams

MB Luebbers, B Hayes - Companion of the 2024 ACM/IEEE International …, 2024 - dl.acm.org
There is potential for humans and autonomous robots to perform tasks collaboratively as
teammates, achieving greater performance than either could on their own. Productive …

Interdependence and trust analysis (ITA)

C Centeio Jorge, CM Jonker, ML Tielman - 2024 - repository.tudelft.nl
As machines' autonomy increases, the possibilities for collaboration between a human and
a machine also increase. In particular, tasks may be performed with varying levels of …