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Felix M. G. Woolford
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Proceedings Papers
. isal2020, ALIFE 2020: The 2020 Conference on Artificial Life771-779, (July 13–18, 2020) 10.1162/isal_a_00249
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In the enactivist framework, habits are precarious, self-sustaining, and self-individuating sensorimotor structures: they are a first approximation of autonomous sensorimotor entities. We present a prototype computational model which demonstrates a relatively simple mechanism for facilitating the emergence of such habits in robots. At its core this model is a system which retains a history of sensorimotor sequences which are compared and re-enacted by the controller as a function of the recent sensorimotor activity of the controlled robot. To demonstrate an application of this model concretely, we also present a minimal cognition task loosely inspired by the role of sensorimotor contingencies in human colour perception. This task requires that a robot maintains a set of particular sensorimotor coordinations which allow it to respond to different objects appropriately, influenced by an evolved behavioural history.