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Learning from Sensory and Reward Prediction Errors during Motor Adaptation

https://doi.org/10.1371/journal.pcbi.1002012

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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A computational model of four regions of the cerebellum based on feedback-error learning

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Modulation of saccadic eye movements by predicted reward outcome

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Adaptation and generalization in acceleration-dependent force fields

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A computational neuroanatomy for motor control

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Biological arm motion through reinforcement learning

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Motor skill learning in Parkinson's disease

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Neural mechanisms of reward-related motor learning

inferredcites →https://doi.org/10.1016/j.cub.2008.04.071openalex-snapshot

The Cerebellum Updates Predictions about the Visual Consequences of One's Behavior

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Generalization as a behavioral window to the neural mechanisms of learning internal models

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A Central Source of Movement Variability

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Motor Learning Is Optimally Tuned to the Properties of Motor Noise

inferredcites →https://doi.org/10.1016/j.neuron.2009.10.001openalex-snapshot

Primitives for Motor Adaptation Reflect Correlated Neural Tuning to Position and Velocity

inferredcites →https://doi.org/10.1016/j.parkreldis.2008.02.012openalex-snapshot

Learning and consolidation of visuo-motor adaptation in Parkinson's disease

inferredcites →https://doi.org/10.1016/j.tics.2008.04.010openalex-snapshot

Decision making, movement planning and statistical decision theory

inferredcites →https://doi.org/10.1016/s0959-4388(00)00153-7openalex-snapshot

Complementary roles of basal ganglia and cerebellum in learning and motor control

inferredcites →https://doi.org/10.1016/s0959-4388(99)00028-8openalex-snapshot

Internal models for motor control and trajectory planning

inferredcites →https://doi.org/10.1016/s1364-6613(98)01266-2openalex-snapshot

Keeping perception accurate

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Intact mirror-tracing and impaired rotary-pursuit skill learning in patients with Huntington's disease: Evidence for dissociable memory systems in skill learning.

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Signal-dependent noise determines motor planning

inferredcites →https://doi.org/10.1038/35037588openalex-snapshot

Learning of action through adaptive combination of motor primitives

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Computational principles of movement neuroscience

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Activity of striatal neurons reflects dynamic encoding and recoding of procedural memories

inferredcites →https://doi.org/10.1038/nn.2229openalex-snapshot

Estimating the sources of motor errors for adaptation and generalization

inferredcites →https://doi.org/10.1038/nn.2342openalex-snapshot

Prefrontal and striatal dopaminergic genes predict individual differences in exploration and exploitation

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Representation of internal models of action in the autistic brain

inferredcites →https://doi.org/10.1038/nn1279openalex-snapshot

Prediction of immediate and future rewards differentially recruits cortico-basal ganglia loops

inferredcites →https://doi.org/10.1038/nn1901openalex-snapshot

The dynamics of memory as a consequence of optimal adaptation to a changing body

inferredcites →https://doi.org/10.1038/nn963openalex-snapshot

Optimal feedback control as a theory of motor coordination

inferredcites →https://doi.org/10.1038/nrn1919openalex-snapshot

The role of the basal ganglia in habit formation

inferredcites →https://doi.org/10.1038/nrn2258openalex-snapshot

Noise in the nervous system

inferredcites →https://doi.org/10.1126/science.1115270openalex-snapshot

Representation of Action-Specific Reward Values in the Striatum

inferredcites →https://doi.org/10.1126/science.1589770openalex-snapshot

Fast Perceptual Learning in Visual Hyperacuity

inferredcites →https://doi.org/10.1146/annurev.neuro.25.112701.142937openalex-snapshot

Learning and Memory Functions of the Basal Ganglia

inferredcites →https://doi.org/10.1152/jn.00104.2006openalex-snapshot

Internalizing Agency of Self-Action: Perception of One's Own Hand Movements Depends on an Adaptable Prediction About the Sensory Action Outcome

inferredcites →https://doi.org/10.1152/jn.00266.2007openalex-snapshot

Sensory Prediction Errors Drive Cerebellum-Dependent Adaptation of Reaching

inferredcites →https://doi.org/10.1152/jn.00275.2004openalex-snapshot

Bayesian Integration in Force Estimation

inferredcites →https://doi.org/10.1152/jn.00822.2009openalex-snapshot

Size of Error Affects Cerebellar Contributions to Motor Learning

inferredcites →https://doi.org/10.1152/jn.00943.2004openalex-snapshot

Intact Ability to Learn Internal Models of Arm Dynamics in Huntington's Disease But Not Cerebellar Degeneration

inferredcites →https://doi.org/10.1152/jn.01089.2009openalex-snapshot

Learning Not to Generalize: Modular Adaptation of Visuomotor Gain

inferredcites →https://doi.org/10.1152/jn.2002.88.3.1533openalex-snapshot

Sources of Signal-Dependent Noise During Isometric Force Production

inferredcites →https://doi.org/10.1152/jn.90834.2008openalex-snapshot

Adaptation to Visuomotor Rotation Through Interaction Between Posterior Parietal and Motor Cortical Areas

inferredcites →https://doi.org/10.1162/089892901750363208openalex-snapshot

Parallel Cortico-Basal Ganglia Mechanisms for Acquisition and Execution of Visuomotor Sequences—A Computational Approach

inferredcites →https://doi.org/10.1167/8.4.20openalex-snapshot

The statistical determinants of adaptation rate in human reaching

inferredcites →https://doi.org/10.1371/journal.pbio.0040179openalex-snapshot

Interacting Adaptive Processes with Different Timescales Underlie Short-Term Motor Learning

inferredcites →https://doi.org/10.1523/jneurosci.1906-05.2005openalex-snapshot

Optimal Compensation for Changes in Task-Relevant Movement Variability

inferredcites →https://doi.org/10.1523/jneurosci.23-07-03066.2003openalex-snapshot

System Identification Applied to a Visuomotor Task: Near-Optimal Human Performance in a Noisy Changing Task

inferredcites →https://doi.org/10.1523/jneurosci.2496-07.2007openalex-snapshot

Reinforcement Learning Signals in the Human Striatum Distinguish Learners from Nonlearners during Reward-Based Decision Making

inferredcites →https://doi.org/10.1523/jneurosci.3063-08.2008openalex-snapshot

On-Line Processing of Uncertain Information in Visuomotor Control

inferredcites →https://doi.org/10.1523/jneurosci.5359-07.2008openalex-snapshot

Motor Adaptation as a Process of Reoptimization

inferredcites →https://doi.org/10.3758/bf03199951openalex-snapshot

Motivational control of goal-directed action

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Signal-Dependent Noise Reduces Task Interference in Motor Learning: A Computational Model

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Robust Adaptive Dynamic Programming as A Theory of Sensorimotor Control

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Brain‐Computer Interface Training Fosters Perceptual Skills to Detect Errors

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Motor Learning Relies on Integrated Sensory Inputs in ADHD , but Over‐Selectively on Proprioception in Autism Spectrum Conditions

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Motor Learning

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Behavioral Motor Performance

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Visuomotor coordination and cortical connectivity of modular motor learning

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Motor Learning

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Behavioral Motor Performance

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Cortical‐Basal Ganglia‐Cerebellar Networks in Unilateral Vocal Fold Paralysis: A Pilot Study

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Model-Based and Model-Free Mechanisms of Human Motor Learning

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Neurocognitive Mechanisms of Error-Based Motor Learning

inferred← citeshttps://doi.org/10.1007/978-3-030-75817-2_18openalex-snapshot

Neural Predictive Computation in the Cerebellum

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Computational Neurorehabilitation

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Movement Neuroscience Foundations of Neurorehabilitation

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A Computational Study of Robotic Therapy for Stroke Rehabilitation Based on Population Coding

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Movement Neuroscience Foundations of Neurorehabilitation

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Estimation of Visual Feedback Contribution to Limb Stiffness in Visuomotor Control

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Rewarding imperfect motor performance reduces adaptive changes

inferred← citeshttps://doi.org/10.1007/s00221-016-4688-3openalex-snapshot

Financial incentives enhance adaptation to a sensorimotor transformation

inferred← citeshttps://doi.org/10.1007/s00221-017-5082-5openalex-snapshot

Probability differently modulating the effects of reward and punishment on visuomotor adaptation

inferred← citeshttps://doi.org/10.1007/s00221-018-5227-1openalex-snapshot

Learning alternative movement coordination patterns using reinforcement feedback

inferred← citeshttps://doi.org/10.1007/s00221-018-5365-5openalex-snapshot

Neural circuits activated by error amplification and haptic guidance training techniques during performance of a timing-based motor task by healthy individuals

inferred← citeshttps://doi.org/10.1007/s00221-018-5456-3openalex-snapshot

Correcting for natural visuo-proprioceptive matching errors based on reward as opposed to error feedback does not lead to higher retention

inferred← citeshttps://doi.org/10.1007/s00221-021-06112-wopenalex-snapshot

Different generalization of fast and slow visuomotor adaptation across locomotion and pointing tasks

inferred← citeshttps://doi.org/10.1007/s00221-021-06200-xopenalex-snapshot

Cortical preparatory activity during motor learning reflects visuomotor retention deficits after punishment feedback

inferred← citeshttps://doi.org/10.1007/s00221-023-06548-2openalex-snapshot

Failure induces task-irrelevant exploration during a stencil task

inferred← citeshttps://doi.org/10.1007/s00221-023-06667-wopenalex-snapshot

Implicit motor adaptation driven by intermittent and invariant errors

inferred← citeshttps://doi.org/10.1007/s00221-023-06683-wopenalex-snapshot

Implicit reward-based motor learning

inferred← citeshttps://doi.org/10.1007/s00221-024-06931-7openalex-snapshot

The affective response to positive performance feedback is associated with motor learning

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The sign of exploration during reward-based motor learning is not independent from trial to trial

inferred← citeshttps://doi.org/10.1007/s00221-026-07237-6openalex-snapshot

Identifying motor learning deficits in neurological conditions: a critical analysis of a perennial problem

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Use-dependent learning biases the initial state but not the learning dynamics of implicit adaptation

inferred← citeshttps://doi.org/10.1007/s00422-014-0613-7openalex-snapshot

Adaptive dynamic programming as a theory of sensorimotor control

inferred← citeshttps://doi.org/10.1007/s00422-021-00884-8openalex-snapshot

Pitfalls in quantifying exploration in reward-based motor learning and how to avoid them

inferred← citeshttps://doi.org/10.1007/s00422-022-00922-zopenalex-snapshot

Human motor learning is robust to control-dependent noise

inferred← citeshttps://doi.org/10.1007/s00429-025-03013-4openalex-snapshot

Savings in visuomotor learning are associated with connectivity changes within a cerebello-thalamo-cortical network encoding movement errors

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Understanding upper-limb movements via neurocomputational models of the sensorimotor system and neurorobotics: where we stand

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Reliability of Visual and Somatosensory Feedback in Skilled Movement: The Role of the Cerebellum

inferred← citeshttps://doi.org/10.1007/s11357-026-02423-4openalex-snapshot

Mistakes matter, age doesn’t: task outcome modulates implicit motor adaptation similarly in young and older adults

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Non-invasive Cerebellar Stimulation—a Consensus Paper

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The Errors of Our Ways: Understanding Error Representations in Cerebellar-Dependent Motor Learning

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Consensus Paper: Towards a Systems-Level View of Cerebellar Function: the Interplay Between Cerebellum, Basal Ganglia, and Cortex

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Reinforcement Signaling Can Be Used to Reduce Elements of Cerebellar Reaching Ataxia

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Reinforcement Motor Learning After Cerebellar Damage Is Related to State Estimation

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Consensus Paper: Cerebellum and Reward

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Disturbance Rejection in the Cerebellum

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Signaling of Predictive and Feedback Information in Purkinje Cell Simple Spike Activity

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Computational models of the recovery process in robot-assisted training

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Reward and plasticity: Implications for neurorehabilitation

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Cerebellar and Prefrontal Cortex Contributions to Adaptation, Strategies, and Reinforcement Learning

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Understanding Central Processes

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Adapting to target error without visual feedback

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Additional cognitive load decreases performance but not adaptation to a visuomotor transformation

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Prolonged training does not result in a greater extent of interlimb transfer following visuomotor adaptation

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Combining reward and M1 transcranial direct current stimulation enhances the retention of newly learnt sensorimotor mappings

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Exploration biases forelimb reaching strategies

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Cellular and subcellular specialization enables biology-constrained deep learning

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Central nervous system physiology

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The Body Knows Better: Sensorimotor signals reveal the interplay between implicit and explicit Sense of Agency in the human mind

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Human sensorimotor learning: adaptation, skill, and beyond

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Skilled forelimb movements and internal copy motor circuits

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Dual-process decomposition in human sensorimotor adaptation

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The interplay of predictive and postdictive components of experienced selfhood

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Computer Use Changes Generalization of Movement Learning

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Adaptive Regulation of Motor Variability

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Greater neural responses to trajectory errors are associated with superior force field adaptation in older adults

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Locomotor circumvention strategies in response to static pedestrians in a virtual and physical environment

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Gradual training reduces practice difficulty while preserving motor learning of a novel locomotor task

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The development of rapid online control in children aged 6–12years: Reaching performance

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Assessing motor imagery using the hand rotation task: Does performance change across childhood?

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Reward boosts reinforcement-based motor learning

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Estimating the motor exploration in reinforcement learning

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Developmental improvements in reaching correction efficiency are associated with an increased ability to represent action mentally

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Are fast/slow process in motor adaptation and forward/inverse internal model two sides of the same coin?

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The contribution of brain sub-cortical loops in the expression and acquisition of action understanding abilities

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Robot assistance of motor learning: A neuro-cognitive perspective

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Differential activation of brain areas in children with developmental coordination disorder during tasks of manual dexterity: An ALE meta-analysis

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Using EEG to study sensorimotor adaptation

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

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Computational role of exploration noise in error-based de novo motor learning

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Computational motor control as a window to understanding schizophrenia

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Internal model recalibration does not deteriorate with age while motor adaptation does

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Rethinking Motor Learning and Savings in Adaptation Paradigms: Model-Free Memory for Successful Actions Combines with Internal Models

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Are We Ready for a Natural History of Motor Learning?

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Somatosensory Cortex Plays an Essential Role in Forelimb Motor Adaptation in Mice

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Discrete Circuits Support Generalized versus Context-Specific Vocal Learning in the Songbird

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Cell-Type-Specific Outcome Representation in the Primary Motor Cortex

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How learning unfolds in the brain: toward an optimization view

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

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Real-time reinforcement for human-machine interface control

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Slower rates of prism adaptation but intact aftereffects in patients with early to mid-stage Parkinson's disease

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Selective reward affects the rate of saccade adaptation

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Reduced transfer of visuomotor adaptation is associated with aberrant sense of agency in schizophrenia

inferred← citeshttps://doi.org/10.1016/j.neuroscience.2021.12.022openalex-snapshot

Smoothness Discriminates Physical from Motor Imagery Practice of Arm Reaching Movements

inferred← citeshttps://doi.org/10.1016/j.neuroscience.2024.08.026openalex-snapshot

Implicit audiomotor adaptation

inferred← citeshttps://doi.org/10.1016/j.neuroscience.2025.01.047openalex-snapshot

Entrainment of visuomotor responses to target speed during interception

inferred← citeshttps://doi.org/10.1016/j.nlm.2017.02.015openalex-snapshot

Feedback delay attenuates implicit but facilitates explicit adjustments to a visuomotor rotation

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Resistance, vulnerability and resilience: A review of the cognitive cerebellum in aging and neurodegenerative diseases

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Dopamine alters motor learning performance in the presence and absence of feedback

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OPTIMAL theory’s claims about motivation lack evidence in the motor learning literature

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Motor imagery is less efficient in adults with probable developmental coordination disorder: Evidence from the hand rotation task

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Reduced motor imagery efficiency is associated with online control difficulties in children with probable developmental coordination disorder

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Corticospinal excitability during motor imagery is reduced in young adults with developmental coordination disorder

inferred← citeshttps://doi.org/10.1037/a0037016openalex-snapshot

Integrating reinforcement learning, equilibrium points, and minimum variance to understand the development of reaching: A computational model.

inferred← citeshttps://doi.org/10.1037/xhp0000132openalex-snapshot

Error-driven learning in statistical summary perception.

inferred← citeshttps://doi.org/10.1037/xhp0000440openalex-snapshot

Decomposition of a sensory prediction error signal for visuomotor adaptation.

inferred← citeshttps://doi.org/10.1037/xhp0001210openalex-snapshot

“Leap before you look”: Conditions that suppress explicit, knowledge-based learning during visuomotor adaptation.

inferred← citeshttps://doi.org/10.1037/xlm0000573openalex-snapshot

Reward-based motor adaptation can generalize across actions.

inferred← citeshttps://doi.org/10.1038/ncomms6925openalex-snapshot

Prospective errors determine motor learning

inferred← citeshttps://doi.org/10.1038/nn.3883openalex-snapshot

A learning-based approach to artificial sensory feedback leads to optimal integration

inferred← citeshttps://doi.org/10.1038/nn.3956openalex-snapshot

The dissociable effects of punishment and reward on motor learning

inferred← citeshttps://doi.org/10.1038/nn.3978openalex-snapshot

Carrot or stick in motor learning

inferred← citeshttps://doi.org/10.1038/nn.4077openalex-snapshot

Learning to expect the unexpected: rapid updating in primate cerebellum during voluntary self-motion

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Principles of sensorimotor learning

inferred← citeshttps://doi.org/10.1038/s41467-023-39536-9openalex-snapshot

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

inferred← citeshttps://doi.org/10.1038/s41467-024-53416-wopenalex-snapshot

Exploration-based learning of a stabilizing controller predicts locomotor adaptation

inferred← citeshttps://doi.org/10.1038/s41467-024-54738-5openalex-snapshot

A neural implementation model of feedback-based motor learning

inferred← citeshttps://doi.org/10.1038/s41467-025-56360-5openalex-snapshot

Sensorimotor environment but not task rule reconfigures population dynamics in rhesus monkey posterior parietal cortex

inferred← citeshttps://doi.org/10.1038/s41562-024-01901-zopenalex-snapshot

Non-invasive stimulation of the human striatum disrupts reinforcement learning of motor skills

inferred← citeshttps://doi.org/10.1038/s41562-026-02519-zopenalex-snapshot

Bridging the divide in motor learning research

inferred← citeshttps://doi.org/10.1038/s41583-018-0002-7openalex-snapshot

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

inferred← citeshttps://doi.org/10.1038/s41586-021-04129-3openalex-snapshot

Contextual inference underlies the learning of sensorimotor repertoires

inferred← citeshttps://doi.org/10.1038/s41593-025-02169-wopenalex-snapshot

Leveraging insights from neuroscience to build adaptive artificial intelligence

inferred← citeshttps://doi.org/10.1038/s41598-017-13510-0openalex-snapshot

Interacting Learning Processes during Skill Acquisition: Learning to control with gradually changing system dynamics

inferred← citeshttps://doi.org/10.1038/s41598-018-27378-1openalex-snapshot

The relationship between reinforcement and explicit control during visuomotor adaptation

inferred← citeshttps://doi.org/10.1038/s41598-018-34598-yopenalex-snapshot

Sensory prediction errors, not performance errors, update memories in visuomotor adaptation

inferred← citeshttps://doi.org/10.1038/s41598-020-63717-xopenalex-snapshot

Larger, but not better, motor adaptation ability inherent in medicated Parkinson’s disease patients revealed by a smart-device-based study

inferred← citeshttps://doi.org/10.1038/s41598-020-80155-xopenalex-snapshot

Learning a reach trajectory based on binary reward feedback

inferred← citeshttps://doi.org/10.1038/s41598-021-81031-yopenalex-snapshot

Implicit motor learning within three trials

inferred← citeshttps://doi.org/10.1038/s41598-021-87572-6openalex-snapshot

Motor learning by selection in visual working memory

inferred← citeshttps://doi.org/10.1038/s41598-021-99428-0openalex-snapshot

Nash equilibria in human sensorimotor interactions explained by Q-learning with intrinsic costs

inferred← citeshttps://doi.org/10.1038/s41598-022-06800-9openalex-snapshot

Shared mechanisms underlie mental imagery and motor planning

inferred← citeshttps://doi.org/10.1038/s41598-022-07032-7openalex-snapshot

The decay and consolidation of effector-independent motor memories

inferred← citeshttps://doi.org/10.1038/s41598-022-08226-9openalex-snapshot

Parental praise and children’s exploration: a virtual reality experiment

inferred← citeshttps://doi.org/10.1038/s41598-022-26568-2openalex-snapshot

Error-based and reinforcement learning in basketball free throw shooting

inferred← citeshttps://doi.org/10.1038/s41598-023-47557-zopenalex-snapshot

Active production and passive observation of hand movements shift visual hand location

inferred← citeshttps://doi.org/10.1038/s41598-024-54176-9openalex-snapshot

Corticostriatal activity related to performance during continuous de novo motor learning

inferred← citeshttps://doi.org/10.1038/s41598-024-69200-1openalex-snapshot

Exploring motor skill acquisition in bimanual coordination: insights from navigating a novel maze task

inferred← citeshttps://doi.org/10.1038/s41598-026-39639-5openalex-snapshot

Enforcing a high success percentage interferes with reward-based motor learning

inferred← citeshttps://doi.org/10.1038/s41598-026-45293-8openalex-snapshot

Reinforcement drives within- not between-trial motor adaptation

inferred← citeshttps://doi.org/10.1038/s41598-026-49210-xopenalex-snapshot

Task-relevant haptic feedback improves asymptotic performance in de novo arm control acquisition

inferred← citeshttps://doi.org/10.1038/s42003-024-06808-zopenalex-snapshot

Double dissociation of visuomotor interaction mediated by visual feedback during continuous de novo motor learning

inferred← citeshttps://doi.org/10.1038/srep17933openalex-snapshot

Daily update of motor predictions by physical activity

inferred← citeshttps://doi.org/10.1044/2019_jslhr-s-csmc7-18-0127openalex-snapshot

Modeling the Role of Sensory Feedback in Speech Motor Control and Learning

inferred← citeshttps://doi.org/10.1073/pnas.2003963117openalex-snapshot

Spatiotemporal dissociation of fMRI activity in the caudate nucleus underlies human de novo motor skill learning

inferred← citeshttps://doi.org/10.1073/pnas.2021531118openalex-snapshot

Validating model-based Bayesian integration using prior–cost metamers

inferred← citeshttps://doi.org/10.1073/pnas.2417543121openalex-snapshot

Meta-learning of human motor adaptation via the dorsal premotor cortex

inferred← citeshttps://doi.org/10.1073/pnas.2515994122openalex-snapshot

Reward-driven adaptation of movements requires strong recurrent basal ganglia–cortical loops

inferred← citeshttps://doi.org/10.1080/00222895.2013.785927openalex-snapshot

Does Implicit Motor Imagery Ability Predict Reaching Correction Efficiency? A Test of Recent Models of Human Motor Control

inferred← citeshttps://doi.org/10.1080/00222895.2017.1400946openalex-snapshot

Influence of Speed and Accuracy Constraints on Motor Learning for a Trajectory-Based Movement

inferred← citeshttps://doi.org/10.1080/00222895.2019.1574258openalex-snapshot

Experiencing the Cross-Sensory Error Signal During Movement Leads to Proprioceptive Recalibration

inferred← citeshttps://doi.org/10.1080/00222895.2022.2088678openalex-snapshot

Implicit Adaptation Processes Promoted by Immediate Offline Visual and Numeric Feedback

inferred← citeshttps://doi.org/10.1080/00222895.2022.2156451openalex-snapshot

The Influence of Age on the Intermanual Transfer and Retention of Implicit Visuomotor Adaptation

inferred← citeshttps://doi.org/10.1080/01691864.2016.1266966openalex-snapshot

System identification of neural mechanisms from trial-by-trial motor behaviour: modelling of learning, impairment and recovery

inferred← citeshttps://doi.org/10.1080/01691864.2021.1912637openalex-snapshot

A small-scale robotic manipulandum for motor control study with rodents

inferred← citeshttps://doi.org/10.1080/87565641.2013.855215openalex-snapshot

Executive Systems Constrain the Flexibility of Online Control in Children During Goal-Directed Reaching

inferred← citeshttps://doi.org/10.1088/1742-6596/1614/1/012092openalex-snapshot

Biomechanics, physics and energy modelling of motion control

inferred← citeshttps://doi.org/10.1093/brain/awt147openalex-snapshot

Defective cerebellar control of cortical plasticity in writer’s cramp

inferred← citeshttps://doi.org/10.1093/brain/awv329openalex-snapshot

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

inferred← citeshttps://doi.org/10.1093/brain/awv343openalex-snapshot

Cerebellar damage limits reinforcement learning

inferred← citeshttps://doi.org/10.1093/cercor/bhab424openalex-snapshot

Human variation in error-based and reinforcement motor learning is associated with entorhinal volume

inferred← citeshttps://doi.org/10.1093/cercor/bhad424openalex-snapshot

Dorsomedial frontal cortex damage impairs error-based, but not reinforcement-based motor learning in humans

inferred← citeshttps://doi.org/10.1093/cercor/bhae502openalex-snapshot

The microgravity environment affects sensorimotor adaptation and its neural correlates

inferred← citeshttps://doi.org/10.1093/cercor/bhx214openalex-snapshot

Learning Similar Actions by Reinforcement or Sensory-Prediction Errors Rely on Distinct Physiological Mechanisms

inferred← citeshttps://doi.org/10.1097/wnr.0000000000000173openalex-snapshot

The influence of an uncertain force environment on reshaping trial-to-trial motor variability

inferred← citeshttps://doi.org/10.1098/rsos.240606openalex-snapshot

Pupillary responses to directional uncertainty while intercepting a moving target

inferred← citeshttps://doi.org/10.1098/rspb.2023.1475openalex-snapshot

Reinforcement-based processes actively regulate motor exploration along redundant solution manifolds

inferred← citeshttps://doi.org/10.1098/rspb.2025.1407openalex-snapshot

Indirect feedback hinders explicit sensorimotor adaptation

inferred← citeshttps://doi.org/10.1098/rspb.2026.0492openalex-snapshot

Reward prediction errors shape sensory-error-driven single-trial motor learning

inferred← citeshttps://doi.org/10.1101/2020.01.22.914473openalex-snapshot

Did we get sensorimotor adaptation wrong? Implicit adaptation as direct policy updating rather than forward-model-based learning

inferred← citeshttps://doi.org/10.1101/2020.05.27.119529openalex-snapshot

Variability in error-based and reward-based human motor learning is associated with entorhinal volume

inferred← citeshttps://doi.org/10.1101/2020.07.03.185959openalex-snapshot

Can we improve slow learning in cerebellar patients?

inferred← citeshttps://doi.org/10.1101/2020.08.11.246355openalex-snapshot

Metamers of Bayesian computation

inferred← citeshttps://doi.org/10.1101/2020.10.06.328807openalex-snapshot

Altered Dynamics of Cortical Beta-Oscillations during Motor Learning in Cerebellar Ataxia

inferred← citeshttps://doi.org/10.1101/2020.11.19.390302openalex-snapshot

Null effects of levodopa on reward- and error-based motor adaptation, savings, and anterograde interference

inferred← citeshttps://doi.org/10.1101/2021.03.14.435278openalex-snapshot

A Synthesis of the Many Errors and Learning Processes of Visuomotor Adaptation

inferred← citeshttps://doi.org/10.1101/2021.06.20.449180openalex-snapshot

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

inferred← citeshttps://doi.org/10.1101/2022.02.16.480739openalex-snapshot

Rapid motor adaptation to bounce perturbations in online Pong game is independent from the visual tilt of the bouncing surface

inferred← citeshttps://doi.org/10.1101/2022.07.12.499675openalex-snapshot

“Leap before you look”: Conditions that promote implicit visuomotor adaptation without explicit learning

inferred← citeshttps://doi.org/10.1101/2022.08.16.504134openalex-snapshot

Separate and shared low-dimensional neural architectures for error-based and reinforcement motor learning

inferred← citeshttps://doi.org/10.1101/2023.01.19.524726openalex-snapshot

Minimal impact of proprioceptive loss on implicit sensorimotor adaptation and perceived movement outcome

inferred← citeshttps://doi.org/10.1101/2023.06.28.546754openalex-snapshot

The influence of movement speed on reward-based motor learning

inferred← citeshttps://doi.org/10.1101/2023.07.19.549705openalex-snapshot

Evidence of an optimal error rate for motor skill learning

inferred← citeshttps://doi.org/10.1101/2023.10.03.560658openalex-snapshot

The archerfish uses motor adaptation in shooting to correct for changing physical conditions

inferred← citeshttps://doi.org/10.1101/2023.11.20.567820openalex-snapshot

Double dissociation of visuomotor interaction mediated by visual feedback during continuous de novo motor learning

inferred← citeshttps://doi.org/10.1101/2023.11.23.568442openalex-snapshot

Perceptual error based on Bayesian cue combination drives implicit motor adaptation

inferred← citeshttps://doi.org/10.1101/2024.04.03.24305243openalex-snapshot

Reward enhances motor learning in acute stroke patients by reducing motor noise

inferred← citeshttps://doi.org/10.1101/2024.05.24.595772openalex-snapshot

Feedback control of recurrent circuits imposes dynamical constraints on learning

inferred← citeshttps://doi.org/10.1101/2024.06.28.601293openalex-snapshot

Motor adaptation is reduced by symbolic compared to sensory feedback

inferred← citeshttps://doi.org/10.1101/2024.09.10.612238openalex-snapshot

Effects Of Extrinsic Reward Based Skill Learning On Motor Plasticity

inferred← citeshttps://doi.org/10.1101/2024.10.04.616712openalex-snapshot

Brain-like neural dynamics for behavioral control develop through reinforcement learning

inferred← citeshttps://doi.org/10.1101/2024.11.17.624025openalex-snapshot

Time affects a time-consuming, flexible component and a fast, inflexible component of sensorimotor adaptation

inferred← citeshttps://doi.org/10.1101/2025.04.11.648414openalex-snapshot

Systematic modulation of sensorimotor learning by domain-specific working memory

inferred← citeshttps://doi.org/10.1101/2025.09.12.675892openalex-snapshot

Distinct Implicit Contributions to Action Selection and Action Execution in Sensorimotor Adaptation

inferred← citeshttps://doi.org/10.1101/2025.10.17.682587openalex-snapshot

Policy-Gradient Reinforcement Learning as a General Theory of Practice-Based Motor Skill Learning

inferred← citeshttps://doi.org/10.1101/2025.10.23.683818openalex-snapshot

Augmented Feedback Training for Overcoming the Learning Plateau of Motor Expertise

inferred← citeshttps://doi.org/10.1101/2025.10.29.684950openalex-snapshot

The Impact of Different Learning Processes on Acquisition, Transfer, and Proprioception in Complex Motor Tasks

inferred← citeshttps://doi.org/10.1101/206284openalex-snapshot

The relationship between reinforcement and explicit strategies during visuomotor adaptation

inferred← citeshttps://doi.org/10.1101/262576openalex-snapshot

Neural Signatures of Reward and Sensory Prediction Error in Motor Learning

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