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Learning to perceive in the sensorimotor approach: Piaget's theory of equilibration interpreted dynamically
Ezequiel Alejandro Di Paolo1, Xabier E Barandiaran2, Michael Beaton3
1Ikerbasque, Basque Foundation for Science Bizkaia, Spain ; IAS-Research Center for Life, Mind, and Society, Department of Logic and Philosophy of Science, University of the Basque Country San Sebastián, Spain ; Centre for Computational Neuroscience and Robotics, Department of Informatics, University of Sussex Brighton, UK.
This study proposes Piaget's theory of equilibration to explain how we learn to perceive new things. It integrates sensorimotor contingencies (SMCs) with equilibration for open-ended perceptual learning.
Area of Science:
- Cognitive Science
- Developmental Psychology
- Philosophy of Mind
Background:
- The sensorimotor approach posits perception relies on mastering sensorimotor contingencies (SMCs).
- Existing sensorimotor theories lack an explicit account of perceptual learning, especially for novel stimuli.
- Human learning is open-ended, posing a challenge for understanding perception acquisition.
Purpose of the Study:
- To propose Piaget's theory of equilibration as a framework for perceptual learning within the sensorimotor approach.
- To provide a dynamical formalization of equilibration for a micro-genetic account of sensorimotor learning.
- To explore principles for open-ended sensorimotor learning and its implications.
Main Methods:
- Integrating Piaget's theory of equilibration with the sensorimotor approach.
- Developing a dynamical formalization of equilibration.
- Analyzing sensorimotor learning through a micro-genetic lens.
Main Results:
- Demonstrated compatibility between Piaget's theory and the sensorimotor approach.
- Provided a formal model for understanding sensorimotor learning and perceptual acquisition.
- Identified key principles for open-ended learning, including intrinsic normative evaluation.
Conclusions:
- Piaget's equilibration offers a robust mechanism for perceptual learning within the sensorimotor framework.
- The micro-genetic account clarifies how novel perceptions emerge through skill refinement.
- This integration provides insights into adaptive, agent-driven learning processes.
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