Human-autonomy teaming and agent Transparency

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Abstract

We developed the user interfaces for two Human-Robot Interaction (HRI) tasking envir onments: dismounted infantry interacting with a ground robot (Autonomous Squad Member) and human interaction with an intelligent agent to manage a team of heterogeneous robotic vehicles (IMPACT). These user interfaces were developed based on the Situation awareness-based Agent Transparency (SAT) model. User testing showed that as agent transparency increased, so did overall human-agent team performance. Participants were able to calibrate their trust in the agent more appropriately as agent transparency increased.

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Chen, J. Y. C., Barnes, M. J., Selkowitz, A., Stowers, K., Lakhmani, S., & Kasdaglis, N. (2016). Human-autonomy teaming and agent Transparency. In International Conference on Intelligent User Interfaces, Proceedings IUI (pp. 28–31). Association for Computing Machinery. https://doi.org/10.1145/2876456.2879479

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