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        On information-optimal scripting of actions

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        isal_a_00230.pdf (PDF, 135Kb)
        Author
        Riegler, Bente
        Polani, Daniel
        Attention
        2299/22016
        Abstract
        Animals and humans encounter many tasks which permit ritualized behaviours, essentially fixed action sequences or “scripts”, similar to options known from Reinforcement Learning, but proceeding without intermediate decisions. While running a script, they proceed in an open-loop fashion. However even when these are already known, an agent needs to decide whether to perform a basic action or to trigger a script regarding the particular task. Here we study if including such scripts (i.e. behaviour rituals) is advantageous from the point of view of the relevant information required to take the decision to start such a script depending on the tasks. To achieve this, we modify the relevant information framework including sequences of basic actions to the possible actions.
        Publication date
        2019-07
        Published in
        Alife 2019
        Published version
        https://doi.org/10.1162/isal_a_00230
        Other links
        http://hdl.handle.net/2299/22016
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