Motor skill learning decreases movement variability and increases planning horizon

Author:

Bashford Luke1234ORCID,Kobak Dmitry12356ORCID,Diedrichsen Jörn78ORCID,Mehring Carsten123ORCID

Affiliation:

1. Bernstein Center Freiburg, University of Freiburg, Freiburg, Germany

2. Faculty of Biology, University of Freiburg, Freiburg, Germany

3. Imperial College London, London, United Kingdom

4. California Institute of Technology, Pasadena, California

5. Champalimaud Centre for the Unknown, Lisbon, Portugal

6. Institute for Ophthalmic Research, Tübingen University, Tübingen, Germany

7. Brain and Mind Institute, University of Western Ontario, Ontario, Canada

8. Department for Computer Science, University of Western Ontario, Ontario, Canada

Abstract

We show that when learning a motor skill humans are using information about the environment from an increasingly longer amount of the movement path ahead to improve performance. Crucial features of the behavioral performance can be captured by modeling the behavioral data with a receding horizon optimal control model.

Funder

Struktur- und Innovationsfonds Baden-Wurttemberg

Bundesministerium für Bildung und Forschung

Deutsche Forschungsgemeinschaft

Publisher

American Physiological Society

Subject

Physiology,General Neuroscience

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