Bio-inspired artificial agent to complete a herding task with novices

Patrick Nalepka, Maurice Lamb, Rachel W. Kallen, Kevin Shockley, Anthony Chemero, Michael J. Richardson

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

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Abstract

Models of robust human-human coordination can guide the design of adaptive and responsive human-robot systems. Here we test an artificial agent that embodies low- dimensional nonlinear dynamic equations derived from human behavior while completing a two-agent herding task, where the goal is to contain reactive spheres to the center of a target region. The model was able to complete the task alongside human novices in a virtual version of the experimental setup used in Nalepka and colleagues (submitted). Not only did the model lead participants to successful performance, but also 12 out of 18 participants reported that they believed their partner was a human participant in another room. The model was therefore able to capture the complex social behavior that defined robust task success in terms of lower dimensional dynamical equations that characterizes the emergent behavioral dynamics of embedded multiagent behavior.
Original languageEnglish
Title of host publicationProceedings of the Artificial Life Conference 2016
EditorsCarlos Gershenson, Tom Froese, Jesus M. Siqueiros, Wendy Aguilar, Eduardo J. Izquierdo, Hiroki Sayama
Place of PublicationLondon
PublisherMIT Press
Pages656-663
Number of pages8
ISBN (Print)9780262339360
DOIs
Publication statusPublished - Jul 2016
Externally publishedYes
EventInternational Conference on the Synthesis and Simulation of Living Systems (15th : 2016) - Cancun, Mexico
Duration: 4 Jul 20168 Jul 2016

Publication series

NameComplex Adaptive Systems

Conference

ConferenceInternational Conference on the Synthesis and Simulation of Living Systems (15th : 2016)
Abbreviated titleALife 2016
CountryMexico
CityCancun
Period4/07/168/07/16

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Bibliographical note

Version archived for private and non-commercial use with the permission of the author/s and according to publisher conditions. For further rights please contact the publisher.

Cite this

Nalepka, P., Lamb, M., Kallen, R. W., Shockley, K., Chemero, A., & Richardson, M. J. (2016). Bio-inspired artificial agent to complete a herding task with novices. In C. Gershenson, T. Froese, J. M. Siqueiros, W. Aguilar, E. J. Izquierdo, & H. Sayama (Eds.), Proceedings of the Artificial Life Conference 2016 (pp. 656-663). (Complex Adaptive Systems). London: MIT Press. https://doi.org/10.7551/978-0-262-33936-0-ch104