Creating Metrics for Human-Agent Teams
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This paper describes the requirements and overall design of a testbed for a human-agent team. A robust, flexible testbed will enable researchers to evaluate the effectiveness of human-agent teaming concepts and issues. In the testbed, MazeWorld, multiple agents play different roles in which tasks are interdependent. Each role can be served by a human or an autonomous agent. Metrics were developed to capture individual and team effectiveness and allow researchers to compare different types of teams and teamwork protocols. Examples of the current task design are presented with the discussion of the future development of the system.
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This is a manuscript of a proceeding published as Cavanah, Elizabeth, Zachary Ford, Angelica Jasper, Jacklin Stonewall, Stephen B. Gilbert, and Michael Dorneich. "Creating Metrics for Human-Agent Teams." In Proceedings of the Human Factors and Ergonomics Society Annual Meeting 64, no. 1 (2020): 349-353. DOI: 10.1177%2F1071181320641079. Posted with permission.