Pyow-Hack: Ordered Compositions in Lewis-Skyrms Signaling Games: Pyow-Hack Ordered Compositions...: N. Gabriel.

This paper presents a Lewis-Skyrms signaling game that can exhibit a type of compositionality novel to the signaling game literature. The structure of the signaling game is motivated by an analogy to the alarm calls of putty-nosed monkeys (Cercopithecus nictitans). Putty-nosed monkeys display a comp...

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Publicado en:Erkenntnis Vol. 90; no. 2; pp. 751 - 771
Autor principal: Gabriel, Nathan
Formato: Artículo
Publicado: Springer Nature Feb2025
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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        atl: Pyow-Hack: Ordered Compositions in Lewis-Skyrms Signaling Games: Pyow-Hack Ordered Compositions...: N. Gabriel.
      aug:
        au: Gabriel, Nathan
        affil: https://ror.org/04gyf1771 University of California Irvine, Irvine, USA
      su:
        Reinforcement learning
        Display systems
        Monkeys
        Semantics
        Games
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        subj:
          Reinforcement learning
          Display systems
          Monkeys
          Semantics
          Games
      ab: This paper presents a Lewis-Skyrms signaling game that can exhibit a type of compositionality novel to the signaling game literature. The structure of the signaling game is motivated by an analogy to the alarm calls of putty-nosed monkeys (Cercopithecus nictitans). Putty-nosed monkeys display a compositional system of alarm calls with a semantics that is sensitive to the ordering of terms. This sensitivity to the ordering of terms has not been previously modeled with a Lewis-Skyrms signaling game literature. Signaling games are valued for showing how communicative systems can arise with minimal learning tools. Simulation results show that basic (Roth-Erev) reinforcement learning is sufficient for the acquisition of a compositional signaling system sensitive to the ordering of terms.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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