An Event-Triggered Framework for Trust-Mediated Human-Autonomy Interaction
Inspired by the increased cooperation between humans and autonomous systems, we present a new hybrid systems framework capturing the interconnected dynamics underlying these interactions. The framework accommodates models arising from both the autonomous systems and cognitive psychology literature i...
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Zusammenfassung: | Inspired by the increased cooperation between humans and autonomous systems,
we present a new hybrid systems framework capturing the interconnected dynamics
underlying these interactions. The framework accommodates models arising from
both the autonomous systems and cognitive psychology literature in order to
represent key elements such as human trust in the autonomous system. The
intermittent nature of human interactions are incorporated by asynchronous
event-triggered sampling at the framework's human-autonomous system interfaces.
We illustrate important considerations for tuning framework parameters by
investigating a practical application to an autonomous robotic swarm search and
rescue scenario. In this way, we demonstrate how the proposed framework may
assist in designing more efficient and effective interactions between humans
and autonomous systems. |
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DOI: | 10.48550/arxiv.2412.08983 |