Metrics for robot proficiency self-assessment and communication of proficiency in human-robot teams

A Norton, H Admoni, J Crandall, T Fitzgerald… - ACM Transactions on …, 2022 - dl.acm.org
As development of robots with the ability to self-assess their proficiency for accomplishing
tasks continues to grow, metrics are needed to evaluate the characteristics and performance …

Transparent communications for human–machine teaming

JYC Chen - Handbook of Human‐Machine Systems, 2023 - Wiley Online Library
This chapter reviews theoretical frameworks and recent advancements in transparency
research and development. The review covers implementation of transparent human …

Agent transparency

JYC Chen - Smart and Intelligent Systems, 2021 - taylorfrancis.com
Humans are increasingly working with intelligent agents—from robots to complex networked
systems—as collaborators rather than tool users, due to the tremendous advancements in …

Transparency's influence on human-collective interactions

KA Roundtree, JR Cody, J Leaf, HO Demirel… - ACM Transactions on …, 2022 - dl.acm.org
Collective robotic systems are biologically inspired and advantageous due to their apparent
global intelligence and emergent behaviors. Many applications can benefit from the …

Bots of a feather: Exploring user perceptions of group cohesiveness for application in robotic swarms

R Stower, E Zibetti, D St-Onge - 2022 31st IEEE International …, 2022 - ieeexplore.ieee.org
Behaviours of robot swarms often take inspiration from biological models, such as ant
colonies and bee hives. Yet, understanding how these behaviours are actually perceived by …

10 Transparent Communications for Human-Machine Teaming Jessie YC Chen US Army Research Laboratory, Aberdeen Proving Ground, MD, USA

JYC Chen - Handbook of Human-Machine Systems, 2023 - books.google.com
Due to tremendous advancements in artificial intelligence (AI) and autonomy-related
technologies in recent decades, machines have become more intelligent and sophisticated; …

Learning robot policies from imperfect human teachers

TA Kessler Faulkner - 2022 - repositories.lib.utexas.edu
The ability to adapt and learn can help robots deployed in dynamic and varied
environments. While in the wild, the data that robots have access to includes input from their …

[PDF][PDF] Metrics for Robot Proficiency Self-Assessment and Communication of Proficiency in Human-Robot Teams

S MATTHIAS, R SIMMONS, A STEINFELD, H YANCO - 2021 - faculty.cs.byu.edu
(2) Measurements from a set of metrics that correlate, predict, or set bounds on a robot's
proficiency, or (3) An explanation of the causal factors that led to a particular assertion about …

Achieving Transparency in Human-Collective Systems

KA Roundtree - 2020 - ir.library.oregonstate.edu
Collective robotic systems are biologically-inspired and exhibit behaviors found in spatial
swarms (eg, fish), colonies (eg, ants), or a combination of both (eg, bees). Collective robotic …