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  • An Executive for Autonomous Systems, Inspired by Fear Memory Extinction

    Author(s)
    Garcia, Matthew
    Cardier, Beth
    Goranson, Ted
    Griffith University Author(s)
    Cardier, Beth
    Year published
    2021
    Metadata
    Show full item record
    Abstract
    We explore an executive function that performs adaptive, introspective reasoning for autonomous systems in challenging situations. This chapter presents a definition of the problem using cartoon examples for electronic warfare and submarine surveillance. A case study of neural processes in therapy for Post-traumatic Stress Disorder (PTSD) is discussed; PTSD provides both a second modelling challenge and an architectural inspiration for executive reasoning. The main body of the chapter is towards a technique for working with virtual and physical agent models in mixed human/machine systems. The architecture supposes a second-sorted ...
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    We explore an executive function that performs adaptive, introspective reasoning for autonomous systems in challenging situations. This chapter presents a definition of the problem using cartoon examples for electronic warfare and submarine surveillance. A case study of neural processes in therapy for Post-traumatic Stress Disorder (PTSD) is discussed; PTSD provides both a second modelling challenge and an architectural inspiration for executive reasoning. The main body of the chapter is towards a technique for working with virtual and physical agent models in mixed human/machine systems. The architecture supposes a second-sorted reasoning system with complementary reasoning power over situations, influences and unknowns.
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    Book Title
    Systems Engineering and Artificial Intelligence
    DOI
    https://doi.org/10.1007/978-3-030-77283-3_13
    Subject
    Creative and professional writing
    Knowledge representation and reasoning
    Cognition
    Publication URI
    http://hdl.handle.net/10072/411662
    Collection
    • Book chapters

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