Abstract

While trust has a long and rich history, there are multiple principles, theories, models, and study topics that need both refinement and revision to develop appropriate team trust metrics for effective human-autonomy teaming. This chapter builds on current theory and research to develop an effective roadmap forward to developing these metrics. The first part of the chapter builds the roadmap's foundation by understanding the impact of definitions, the trust process, and measurement techniques. The second part of this chapter builds onto the surface of this roadmap by providing new approaches related to teaming by quantifying group clustering and methods for effectively predicting trust-based decision-making in the real world. By understanding the state of the art, the needs related to team trust, and current research directions moving forward, this chapter identifies a conceptual path forward for this research community at large to support the development of team trust metrics specific to human-autonomy teaming.

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