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Trustworthy Hybrid Team Decision-Support

André Meyer-Vitali; Wico Mulder
In: Proceedings of the First International Conference on Hybrid Human-Machine Intelligence. Workshop on the Representation, Sharing and Evaluation of Multimodal Agent Interaction, located at International Conference on Hybrid Human-Artificial Intelligence (HHAI), June 13-17, Amsterdam, Netherlands, Frontiers of AI, IOS Press, 2022.


The aim to empower human users of artificially intelligent systems becomes paramount when considering coordination in hybrid teams of humans and autonomous agents. Hereby, we consider not only one-to-one interactions, but also many-to-many situations (multiple humans and multiple agents), where we strive to make use of their complementary capabilities. Therefore, mutual awareness of each others' strengths and weaknesses is crucial for beneficial coordination. In order to address these goals, and in accordance with a hybrid theory of mind, we propose the use of trustworthy interaction patterns and epistemic orchestration with intentions and causal models.