Experimental validation of pilot situation awareness enhancement through transparency design of a scalable mixed-initiative mission planner

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Abstract

This study focuses on the increase of situation awareness (SA) in human-agent mixed-initiative mission planning. Complex agent behavior and the failure to comprehend the agent’s proposed actions might result in a loss of SA and a decrease in trust. This study adopted the transparency strategies proposed by the SA-based Agent Transparency (SAT) model to improve the human operator’s perception, comprehension, and projection of the agent’s interventions. The concept was applied to prototype of a planning associate for multi-vehicle mission planning. A human-in-the-loop experiment revealed a higher SA and performance. Subjective trust measures could not verify a change in operator’s trust in the agent. The results and the potential for further research are discussed.

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Schmitt, F., Roth, G., Barber, D., Chen, J., & Schulte, A. (2018). Experimental validation of pilot situation awareness enhancement through transparency design of a scalable mixed-initiative mission planner. In Advances in Intelligent Systems and Computing (Vol. 722, pp. 209–215). Springer Verlag. https://doi.org/10.1007/978-3-319-73888-8_33

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