Cerebellar and prefrontal cortex contributions to adaptation, strategies, and reinforcement learning

JA Taylor, RB Ivry - Progress in brain research, 2014 - Elsevier
Traditionally, motor learning has been studied as an implicit learning process, one in which
movement errors are used to improve performance in a continuous, gradual manner. The …

Neurocognitive mechanisms of error-based motor learning

RD Seidler, Y Kwak, BW Fling, JA Bernard - Progress in Motor Control …, 2013 - Springer
One mechanism for acquiring new motor skills is minimization of errors from one practice
trial to the next. A substantial body of literature supports a role for cerebellar pathways in …

Effective reinforcement learning following cerebellar damage requires a balance between exploration and motor noise

AS Therrien, DM Wolpert, AJ Bastian - Brain, 2016 - academic.oup.com
Abstract See Miall and Galea (doi: 10.1093/awv343) for a scientific commentary on this
article. Reinforcement and error-based processes are essential for motor learning, with the …

Cerebellar contributions to reach adaptation and learning sensory consequences of action

J Izawa, SE Criscimagna-Hemminger… - Journal of …, 2012 - Soc Neuroscience
When we use a novel tool, the motor commands may not produce the expected outcome. In
healthy individuals, with practice the brain learns to alter the motor commands. This change …

The errors of our ways: understanding error representations in cerebellar-dependent motor learning

LS Popa, ML Streng, AL Hewitt, TJ Ebner - The Cerebellum, 2016 - Springer
The cerebellum is essential for error-driven motor learning and is strongly implicated in
detecting and correcting for motor errors. Therefore, elucidating how motor errors are …

Model-based and model-free mechanisms of human motor learning

AM Haith, JW Krakauer - Progress in motor control: Neural, computational …, 2013 - Springer
Motor learning can be framed theoretically as a problem of optimizing a movement policy in
a potentially uncertain or changing environment. This is precisely the general problem …

Cerebellum, predictions and errors

LS Popa, TJ Ebner - Frontiers in cellular neuroscience, 2019 - frontiersin.org
Making predictions and validating the predictions against actual sensory information is
thought to be one of the most fundamental functions of the nervous system. A growing body …

Experience-dependent changes in cerebellar contributions to motor sequence learning

J Doyon, AW Song, A Karni… - Proceedings of the …, 2002 - National Acad Sciences
Studies in experimental animals and humans have stressed the role of the cerebellum in
motor skill learning. Yet, the relative importance of the cerebellar cortex and deep nuclei, as …

A role for the cerebellum in learning movement coordination

WT Thach - Neurobiology of learning and memory, 1998 - Elsevier
We have examined several different paradigms of adaptation and of “acquisition of skill”—
skill defined as a movement specialized to meet a certain goal and gained through practice …

Prediction signals in the cerebellum: beyond supervised motor learning

C Hull - elife, 2020 - elifesciences.org
While classical views of cerebellar learning have suggested that this structure predominantly
operates according to an error-based supervised learning rule to refine movements …