Reinforcement learning establishes a minimal metacognitive process to monitor and control motor learning performance

Reward signals in the cerebellum: Origins, targets, and functional implications

(2022) Dimitar Kostadinov et al.   NEURON

Interactions between sensory prediction error and task error during implicit motor learning

(2022) Jonathan S. Tsay et al.   PLoS Computational Biology

Competition between parallel sensorimotor learning systems

(2022) Scott T Albert et al.   eLife

Implicit motor learning within three trials

(2021) Jennifer E. Ruttle et al.   Scientific Reports

Meta-learning in natural and artificial intelligence

(2021) Jane X Wang   Current Opinion in Behavioral Sciences

Sensitivity to error during visuomotor adaptation is similarly modulated by abrupt, gradual, and random perturbation schedules

(2021) Susan K. Coltman et al.   JOURNAL OF NEUROPHYSIOLOGY

Contextual inference underlies the learning of sensorimotor repertoires

(2021) James B. Heald et al.   NATURE

Meta-learning, social cognition and consciousness in brains and machines

(2021) Angela Langdon et al.   NEURAL NETWORKS

Task-relevant and task-irrelevant variability causally shape error-based motor learning

(2021) Lucas Rebelo Dal’Bello et al.   NEURAL NETWORKS

Task errors drive memories that improve sensorimotor adaptation

(2020) Li-Ann Leow et al.   JOURNAL OF NEUROSCIENCE

Pain: A Precision Signal for Reinforcement Learning and Control

(2019) Ben Seymour   NEURON

Predictive and reactive reward signals conveyed by climbing fiber inputs to cerebellar Purkinje cells

(2019) Dimitar Kostadinov et al.   NATURE NEUROSCIENCE

The influence of task outcome on implicit motor learning

(2019) Hyosub E Kim et al.   eLife

Cerebellar Contribution to Preparatory Activity in Motor Neocortex

(2019) Francois P. Chabrol et al.   NEURON

Towards learning-to-learn

(2019) Benjamin James Lansdell et al.   Current Opinion in Behavioral Sciences

Prefrontal cortex as a meta-reinforcement learning system

(2018) Jane X. Wang et al.   NATURE NEUROSCIENCE

The basal ganglia and the cerebellum: nodes in an integrated network

(2018) Andreea C. Bostan et al.   NATURE REVIEWS NEUROSCIENCE

Modulation of sensory prediction error in Purkinje cells during visual feedback manipulations

(2018) Martha L. Streng et al.   Nature Communications

lmerTest Package: Tests in Linear Mixed Effects Models

(2017) Alexandra Kuznetsova et al.   Journal of Statistical Software

Beyond subjective and objective in statistics

(2017) Andrew Gelman et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Cerebellar granule cells encode the expectation of reward

(2017) Mark J. Wagner et al.   NATURE

Eliminating Direction Specificity in Visuomotor Learning

(2016) Cong Yin et al.   JOURNAL OF NEUROSCIENCE

Reward feedback accelerates motor learning

(2015) Ali A. Nikooyan et al.   JOURNAL OF NEUROPHYSIOLOGY

Savings upon Re-Aiming in Visuomotor Adaptation

(2015) J. R. Morehead et al.   JOURNAL OF NEUROSCIENCE

Explicit and Implicit Processes Constitute the Fast and Slow Processes of Sensorimotor Learning

(2015) S. D. McDougle et al.   JOURNAL OF NEUROSCIENCE

Fitting Linear Mixed-Effects Models Usinglme4

(2015) Douglas Bates et al.   Journal of Statistical Software

The dissociable effects of punishment and reward on motor learning

(2015) Joseph M Galea et al.   NATURE NEUROSCIENCE

Neural Substrates Related to Motor Memory with Multiple Timescales in Sensorimotor Adaptation

(2015) Sungshin Kim et al.   PLOS BIOLOGY

A memory of errors in sensorimotor learning

(2014) D. J. Herzfeld et al.   SCIENCE

Neural mechanisms and temporal dynamics of performance monitoring

(2014) Markus Ullsperger et al.   TRENDS IN COGNITIVE SCIENCES

Neural Prediction Errors Reveal a Risk-Sensitive Reinforcement-Learning Process in the Human Brain

(2012) Y. Niv et al.   JOURNAL OF NEUROSCIENCE

Cerebellar Contributions to Reach Adaptation and Learning Sensory Consequences of Action

(2012) J. Izawa et al.   JOURNAL OF NEUROSCIENCE

GABA Neurons of the VTA Drive Conditioned Place Aversion

(2012) Kelly R. Tan et al.   NEURON

Generalization of Stochastic Visuomotor Rotations

(2012) Hugo L. Fernandes et al.   PLoS One

Multiple representations and algorithms for reinforcement learning in the cortico-basal ganglia circuit

(2011) Makoto Ito et al.   CURRENT OPINION IN NEUROBIOLOGY

How Each Movement Changes the Next: An Experimental and Theoretical Study of Fast Adaptive Priors in Reaching

(2011) T. Verstynen et al.   JOURNAL OF NEUROSCIENCE

From reinforcement learning models to psychiatric and neurological disorders

(2011) Tiago V Maia et al.   NATURE NEUROSCIENCE

Learning from Sensory and Reward Prediction Errors during Motor Adaptation

(2011) Jun Izawa et al.   PLoS Computational Biology

Evidence for Model-Based Action Planning in a Sequential Finger Movement Task

(2010) Alan Fermin et al.   JOURNAL OF MOTOR BEHAVIOR

A modular planar robotic manipulandum with end-point torque control

(2009) Ian S. Howard et al.   JOURNAL OF NEUROSCIENCE METHODS

Decision theory, reinforcement learning, and the brain

(2008) P. Dayan et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Reinforcement learning: The Good, The Bad and The Ugly

(2008) Peter Dayan et al.   CURRENT OPINION IN NEUROBIOLOGY