The Need for Verbal Robot Explanations and How People Would Like a Robot to Explain Itself
Article Ecrit par: Han, Zhao ; Yanco, Holly A. ; Phillips, Elizabeth ;
Résumé: Although non-verbal cues such as arm movement and eye gaze can convey robot intention, they alone may not provide enough information for a human to fully understand a robot's behavior. To better understand how to convey robot intention, we conducted an experiment (N = 366) investigating the need for robots to explain, and the content and properties of a desired explanation such as timing, engagement importance, similarity to human explanations, and summarization. Participants watched a video where the robot was commanded to hand an almost-reachable cup and one of six reactions intended to show the unreachability: doing nothing (No Cue), turning its head to the cup (Look), or turning its head to the cup with the addition of repeated arm movement pointed towards the cup (Look & Point), and each of these with or without a Headshake. The results indicated that participants agreed robot behavior should be explained across all conditions, in situ, in a similar manner as what human explain, and provide concise summaries and respond to only a few follow-up questions by participants. Additionally, we replicated the study again with N = 366 participants after a 15-month span and all major conclusions still held.
Langue:
Anglais