Explainable Reinforcement Learning in Human-Robot Teams: The Impact of Decision-Tree Explanations on Transparency

Author:

Pynadath David V.1,Gurney Nikolos2,Wang Ning1

Affiliation:

1. University of Southern California,Institute for Creative Technologies and Viterbi School of Engineering,Computer Science Department,Los Angeles,CA,USA,90007

2. University of Southern California,Institute for Creative Technologies,Los Angeles,CA,USA,90007

Funder

U.S. Army

Publisher

IEEE

Reference38 articles.

1. OPTIMo: Online Probabilistic Trust Inference Model for Asymmetric Human-Robot Collaborations;xu;2007 2nd ACM/IEEE International Conference on Human-Robot Interaction (HRI) HRI,2015

2. The negative attitudes towards robots scale and reactions to robot behaviour in a live human-robot interaction study;syrdal;Adaptive and Emergent Behaviour and Complex Systems,2009

3. Moderators of trust and reliance across multiple decision aids;ross;ProQuest,2008

4. Propensity to trust scale;mcshane,2014

5. Developing and Validating Trust Measures for e-Commerce: An Integrative Typology

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