Metrics for explainable AI: Challenges and prospects
RR Hoffman, ST Mueller, G Klein, J Litman - ar** review of patient-centered human factors
Patient ergonomics is the application of human factors or related disciplines to study and
improve patients' and other non-professionals' performance of effortful work activities in …
improve patients' and other non-professionals' performance of effortful work activities in …
Explaining reinforcement learning to mere mortals: An empirical study
We present a user study to investigate the impact of explanations on non-experts'
understanding of reinforcement learning (RL) agents. We investigate both a common RL …
understanding of reinforcement learning (RL) agents. We investigate both a common RL …
Mental models of mere mortals with explanations of reinforcement learning
How should reinforcement learning (RL) agents explain themselves to humans not trained in
AI? To gain insights into this question, we conducted a 124-participant, four-treatment …
AI? To gain insights into this question, we conducted a 124-participant, four-treatment …
[LIBRO][B] Naturalistic decision making and macrocognition
L Militello, R Lipshitz, JM Schraagen - 2017 - taylorfrancis.com
This book presents the latest work in the area of naturalistic decision making (NDM) and its
extension into the area of macrocognition. It contains 18 chapters relating research centered …
extension into the area of macrocognition. It contains 18 chapters relating research centered …