AUTHOR=Jayaraman Suresh Kumaar , Creech Chandler , Tilbury Dawn M. , Yang X. Jessie , Pradhan Anuj K. , Tsui Katherine M. , Robert Lionel P. TITLE=Pedestrian Trust in Automated Vehicles: Role of Traffic Signal and AV Driving Behavior JOURNAL=Frontiers in Robotics and AI VOLUME=Volume 6 - 2019 YEAR=2019 URL=https://www.frontiersin.org/journals/robotics-and-ai/articles/10.3389/frobt.2019.00117 DOI=10.3389/frobt.2019.00117 ISSN=2296-9144 ABSTRACT=Pedestrians’ acceptance of automated vehicles (AVs) depends on their trust in the AVs. We developed a model to promote pedestrians’ trust in AVs through implicit communications. To empirically verify this model, we conducted a human subject study with 30 participants in a virtual reality environment. The study manipulated two factors: AV driving behavior (defensive, normal, and aggressive) and the traffic situation (signalized and unsignalized crossing). Pedestrians’ trust in AVs was influenced by AV driving behavior as well as the condition/presence of a signal light. The impact of the AV’s driving behavior on trust in the AV was dependent on the presence of a signal light. There were also strong correlations between trust and pedestrian gaze at certain areas/objects. We also present implications for research and design.