Quantifying exploration in reward-based motor learning

NM Van Mastrigt, JBJ Smeets, K Van Der Kooij - Plos one, 2020 - journals.plos.org
Exploration in reward-based motor learning is observable in experimental data as increased
variability. In order to quantify exploration, we compare three methods for estimating other …

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

NM van Mastrigt, K van der Kooij, JBJ Smeets - Biological Cybernetics, 2021 - Springer
When learning a movement based on binary success information, one is more variable
following failure than following success. Theoretically, the additional variability post-failure …

Reward feedback accelerates motor learning

AA Nikooyan, AA Ahmed - Journal of neurophysiology, 2015 - journals.physiology.org
Recent findings have demonstrated that reward feedback alone can drive motor learning.
However, it is not yet clear whether reward feedback alone can lead to learning when a …

Interactions between motor exploration and reinforcement learning

S Uehara, F Mawase, AS Therrien… - Journal of …, 2019 - journals.physiology.org
Motor exploration, a trial-and-error process in search for better motor outcomes, is known to
serve a critical role in motor learning. This is particularly relevant during reinforcement …

Domain-specific working memory, but not dopamine-related genetic variability, shapes reward-based motor learning

P Holland, O Codol, E Oxley, M Taylor… - Journal of …, 2019 - Soc Neuroscience
The addition of rewarding feedback to motor learning tasks has been shown to increase the
retention of learning, spurring interest in its possible utility for rehabilitation. However, motor …

The effects of reward and punishment on motor skill learning

X Chen, P Holland, JM Galea - Current opinion in behavioral sciences, 2018 - Elsevier
Highlights•Reward and punishment have dissociable effects on motor skill learning.•Motor
skill learning involves action selection and action execution.•Other disciplines reveal …

When money is not enough: awareness, success, and variability in motor learning

H Manley, P Dayan, J Diedrichsen - PLoS One, 2014 - journals.plos.org
When performing a skill such as throwing a dart, many different combinations of joint
motions suffice to hit the target. The motor system adapts rapidly to reduce bias in the …

Reward boosts reinforcement-based motor learning

P Vassiliadis, G Derosiere, C Dubuc, A Lete… - Iscience, 2021 - cell.com
Besides relying heavily on sensory and reinforcement feedback, motor skill learning may
also depend on the level of motivation experienced during training. Yet, how motivation by …

Contribution of explicit processes to reinforcement-based motor learning

P Holland, O Codol, JM Galea - Journal of neurophysiology, 2018 - journals.physiology.org
Despite increasing interest in the role of reward in motor learning, the underlying
mechanisms remain ill defined. In particular, the contribution of explicit processes to reward …

[HTML][HTML] Trial-to-trial variability and cortical processing depend on recent outcomes during human reinforcement motor learning

P Wiegel, ME Spedden, C Ramsenthaler, MM Beck… - Neuroscience, 2022 - Elsevier
The history of our actions and their outcomes represent important information, informing
choices and efficiently guiding future behavior. While unsuccessful (S−) outcomes are …