Case-Based Gesture Interface for Multiagent Formation Control

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Abstract

Current multiagent systems require human operators to communicate in real-time with one another. A better option would be to have a single human operator control a swarm of agents using a natural interface, such as something worn by the operator. This includes being able to control the shape and movement of the agents in a dynamically shifting environment using an intuitive interface. Prior research has focused on moving the collective of agents as a whole, and has not used a case-based approach for this purpose. We show that a swarm can be shaped into different formations via a case-based gesture control strategy using a wearable (smart watch) interface. This approach enables a swarm to complete a task by taking high-level commands from an operator/user. We describe our approach, our initial results and demonstrations, and discuss next steps.

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Srivastava, D., Lofaro, D. M., Schuler, T., Sofge, D., & Aha, D. W. (2020). Case-Based Gesture Interface for Multiagent Formation Control. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 12311 LNAI, pp. 295–306). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-58342-2_19

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