How working memory and reinforcement learning are intertwined: A cognitive, neural, and computational perspective

AH Yoo, AGE Collins - Journal of cognitive neuroscience, 2022‏ - direct.mit.edu
Reinforcement learning and working memory are two core processes of human cognition
and are often considered cognitively, neuroscientifically, and algorithmically distinct. Here …

The psychology of reaching: action selection, movement implementation, and sensorimotor learning

HE Kim, G Avraham, RB Ivry - Annual review of psychology, 2021‏ - annualreviews.org
The study of motor planning and learning in humans has undergone a dramatic
transformation in the 20 years since this journal's last review of this topic. The behavioral …

The influence of task outcome on implicit motor learning

HE Kim, DE Parvin, RB Ivry - Elife, 2019‏ - elifesciences.org
Recent studies have demonstrated that task success signals can modulate learning during
sensorimotor adaptation tasks, primarily through engaging explicit processes. Here, we …

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

P Vassiliadis, E Beanato, T Popa, F Windel… - Nature Human …, 2024‏ - nature.com
Reinforcement feedback can improve motor learning, but the underlying brain mechanisms
remain underexplored. In particular, the causal contribution of specific patterns of oscillatory …

Assessing explicit strategies in force field adaptation

R Schween, SD McDougle… - Journal of …, 2020‏ - journals.physiology.org
In recent years, it has become increasingly clear that a number of learning processes are at
play in visuomotor adaptation tasks. In addition to implicitly adapting to a perturbation …

A synthesis of the many errors and learning processes of visuomotor adaptation

JR Morehead, JJ Orban de **vry - BioRxiv, 2021‏ - biorxiv.org
Visuomotor adaptation has one of the oldest experimental histories in psychology and
neuroscience, yet its precise nature has always been a topic of debate. Here we offer a …

Fundamental processes in sensorimotor learning: Reasoning, refinement, and retrieval

JS Tsay, HE Kim, SD McDougle, JA Taylor, A Haith… - Elife, 2024‏ - elifesciences.org
Motor learning is often viewed as a unitary process that operates outside of conscious
awareness. This perspective has led to the development of sophisticated models designed …

Differential effects of reward and punishment on reinforcement-based motor learning and generalization

C Yin, B Li, T Gao - Journal of neurophysiology, 2023‏ - journals.physiology.org
Reward and punishment have long been recognized as potent modulators of human
behavior. Although reinforcement learning is a significant motor learning process, the exact …

Savings in sensorimotor adaptation without an explicit strategy

C Yin, K Wei - Journal of neurophysiology, 2020‏ - journals.physiology.org
The hallmark of long-term retention of sensorimotor adaptation is a faster relearning when
similar perturbations are encountered again. However, what processes underlie this saving …

Neural signatures of reward and sensory error feedback processing in motor learning

DJ Palidis, JGA Cashaback… - Journal of …, 2019‏ - journals.physiology.org
At least two distinct processes have been identified by which motor commands are adapted
according to movement-related feedback: reward-based learning and sensory error-based …