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Evidence of an optimal error rate for motor skill learning

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What this work says

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

inferredcites →https://doi.org/10.1002/cphy.c170043openalex-snapshot
Motor Learning
inferredcites →https://doi.org/10.1007/7854_2015_382openalex-snapshot
Neurophysiology of Reward-Guided Behavior: Correlates Related to Predictions, Value, Motivation, Errors, Attention, and Action
inferredcites →https://doi.org/10.1007/978-1-4614-5465-6_1openalex-snapshot
Model-Based and Model-Free Mechanisms of Human Motor Learning
inferredcites →https://doi.org/10.1007/978-1-4614-5465-6_3openalex-snapshot
Neurocognitive Mechanisms of Error-Based Motor Learning
inferredcites →https://doi.org/10.1007/978-3-030-31129-2_62openalex-snapshot
A Conceptual Framework for the Generation of Adaptive Training Plans in Sports Coaching
inferredcites →https://doi.org/10.1007/s12311-015-0685-5openalex-snapshot
The Errors of Our Ways: Understanding Error Representations in Cerebellar-Dependent Motor Learning
inferredcites →https://doi.org/10.1016/j.conb.2011.06.012openalex-snapshot
Human sensorimotor learning: adaptation, skill, and beyond
inferredcites →https://doi.org/10.1016/j.tics.2016.05.002openalex-snapshot
Taking Aim at the Cognitive Side of Learning in Sensorimotor Adaptation Tasks
inferredcites →https://doi.org/10.1037/0033-295x.103.2.241openalex-snapshot
Learning from performance errors.
inferredcites →https://doi.org/10.1037/a0020200openalex-snapshot
Stimulus compounding in interval timing: The modality–duration relationship of the anchor durations results in qualitatively different response patterns to the compound cue.
inferredcites →https://doi.org/10.1038/35037588openalex-snapshot
Learning of action through adaptive combination of motor primitives
inferredcites →https://doi.org/10.1038/nn.3956openalex-snapshot
The dissociable effects of punishment and reward on motor learning
inferredcites →https://doi.org/10.1038/s41467-019-12552-4openalex-snapshot
The Eighty Five Percent Rule for optimal learning
inferredcites →https://doi.org/10.1080/02724980143000073openalex-snapshot
The implicit benefit of learning without errors
inferredcites →https://doi.org/10.1080/08995605.2021.1897451openalex-snapshot
Adapting training in real time: An empirical test of adaptive difficulty schedules
inferredcites →https://doi.org/10.1093/cercor/bhn127openalex-snapshot
Motivation to do Well Enhances Responses to Errors and Self-Monitoring
inferredcites →https://doi.org/10.1109/tnsre.2023.3260815openalex-snapshot
A Machine Learning-Based Initial Difficulty Level Adjustment Method for Balance Exercise on a Trunk Rehabilitation Robot
inferredcites →https://doi.org/10.1111/j.1600-0838.2011.01368.xopenalex-snapshot
Reducing errors benefits the field‐based learning of a fundamental movement skill in children
inferredcites →https://doi.org/10.1111/j.1749-6632.2011.06430.xopenalex-snapshot
The role of strategies in motor learning
inferredcites →https://doi.org/10.1152/jn.00032.2014openalex-snapshot
Reward feedback accelerates motor learning
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.00273.2022openalex-snapshot
Control becomes habitual early on when learning a novel motor skill
inferredcites →https://doi.org/10.1152/jn.00474.2021openalex-snapshot
De novo motor learning of a bimanual control task over multiple days of practice
inferredcites →https://doi.org/10.1152/jn.00856.2011openalex-snapshot
How is a motor skill learned? Change and invariance at the levels of task success and trajectory control
inferredcites →https://doi.org/10.1162/0899766041336431openalex-snapshot
Failure of Motor Learning for Large Initial Errors
inferredcites →https://doi.org/10.1162/jocn_a_01809openalex-snapshot
Revisiting the Role of the Medial Temporal Lobe in Motor Learning
inferredcites →https://doi.org/10.1162/neco.2008.04-07-507openalex-snapshot
Sensitivity Derivatives for Flexible Sensorimotor Learning
inferredcites →https://doi.org/10.1167/6.1.5openalex-snapshot
Limits to human movement planning in tasks with asymmetric gain landscapes
inferredcites →https://doi.org/10.1177/0018720812451994openalex-snapshot
Effectiveness of Part-Task Training and Increasing-Difficulty Training Strategies
inferredcites →https://doi.org/10.1186/1743-0003-11-154openalex-snapshot
Assessment-driven selection and adaptation of exercise difficulty in robot-assisted therapy: a pilot study with a hand rehabilitation robot
inferredcites →https://doi.org/10.1201/9781351074988openalex-snapshot
The New S Language
inferredcites →https://doi.org/10.1371/journal.pcbi.1002012openalex-snapshot
Learning from Sensory and Reward Prediction Errors during Motor Adaptation
inferredcites →https://doi.org/10.1371/journal.pcbi.1007118openalex-snapshot
The dynamics of motor learning through the formation of internal models
inferredcites →https://doi.org/10.1523/jneurosci.5317-05.2006openalex-snapshot
An Implicit Plan Overrides an Explicit Strategy during Visuomotor Adaptation
inferredcites →https://doi.org/10.3200/jmbr.36.2.212-224openalex-snapshot
Challenge Point: A Framework for Conceptualizing the Effects of Various Practice Conditions in Motor Learning
inferredcites →https://doi.org/10.3389/fncel.2018.00524openalex-snapshot
Cerebellum, Predictions and Errors

What points at this work

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

inferred← citeshttps://doi.org/10.1007/s00426-026-02359-6openalex-snapshot
‘Substitute’ knowledge of results provided through virtual reality enhances motor imagery-based learning
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.134441openalex-snapshot
Human-in-the-loop expert system for multi-task robotic motor training: integrating adaptive task scheduling with dynamic difficulty regulation
inferred← citeshttps://doi.org/10.1016/j.exger.2026.113268openalex-snapshot
Response-optimised training improves learning of a complex motor task and closely related motor tasks
inferred← citeshttps://doi.org/10.1038/s41562-026-02519-zopenalex-snapshot
Bridging the divide in motor learning research
inferred← citeshttps://doi.org/10.1038/s41598-026-52702-5openalex-snapshot
Spaced practice and reactive inhibition have limited or no effects on motor sequence learning
inferred← citeshttps://doi.org/10.1080/02701367.2025.2587799openalex-snapshot
Testing for an Optimal Task Difficulty of Skill Acquisition in Golf Putting
inferred← citeshttps://doi.org/10.1101/2025.02.03.634095openalex-snapshot
Successive failure triggered by motor exploration in a reinforcement-based reaching task
inferred← citeshttps://doi.org/10.1109/icorr66766.2025.11062942openalex-snapshot
Challenge-Based Adaptation of Exoskeleton Assistance and Gamified Biofeedback Enables Automated Gait Rehabilitation
inferred← citeshttps://doi.org/10.2519/jospt.2024.12443openalex-snapshot
From Control to Chaos: Visual-Cognitive Progression During Recovery From ACL Reconstruction
inferred← citeshttps://doi.org/10.64898/2026.01.30.702906openalex-snapshot
On the limit: Working memory capacity constrains learning of complex visuomotor mappings
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