The last decade has seen an explosion of studies examining language emergence experimentally (a literature known as Experimental Semiotics). While revealing, most studies in this domain typically have a complex set of constraints on behavior which make formal analysis of the results challenging. Wishing to take a dynamical systems approach in which we could comprehensively analyze the typology of behavioral outcomes, we devised a coordination task based on Roberts and Goldstone (2011)’s number summing game and studied the process by which the groups arrived at a coordinating scheme. While we have not yet seen evidence for traditional hallmarks of natural language in our game, we believe two features of the results offer a helpful perspective on language evolution: (i) the variation across groups is organized around equivalence classes of strategies (egalitarian points) that stem from the combination of the task structure with the physical capabilities of the organisms, suggesting a dynamicalsystems-based framework for understanding parametric variation in natural languages different from conceptions of Universal Grammar as an information structure and (ii) individual behavior appears to be a sum of impulses that generally approximate but also tend to resist the egalitarian points, suggesting that construing linguistic structure as self-organized, rather than as biologically specified principles and parameters may help address language emergence.
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