To learn or to gain: neural signatures of exploration in human decision-making

S Zhen, ZA Yaple, SB Eickhoff, R Yu - Brain Structure and Function, 2022 - Springer
Individuals not only take actions to obtain immediate rewards but also to gain more
information to guide future choices. An ideal exploration–exploitation balance is crucial for …

What makes a reach movement effortful? Physical effort discounting supports common minimization principles in decision making and motor control

P Morel, P Ulbrich, A Gail - PLoS biology, 2017 - journals.plos.org
When deciding between alternative options, a rational agent chooses on the basis of the
desirability of each outcome, including associated costs. As different options typically result …

Reaching decisions during ongoing movements

J Michalski, AM Green, P Cisek - Journal of …, 2020 - journals.physiology.org
Neurophysiological studies suggest that when decisions are made between concrete
actions, the selection process involves a competition between potential action …

Perceptual decision confidence is sensitive to forgone physical effort expenditure

W Turner, R Angdias, D Feuerriegel, TTJ Chong… - Cognition, 2021 - Elsevier
Contemporary theoretical accounts of metacognition propose that action-related information
is used in the computation of perceptual decision confidence. We investigated whether the …

Optimizing motor decision-making through competition with opponents

K Ota, M Tanae, K Ishii, K Takiyama - Scientific reports, 2020 - nature.com
Although optimal decision-making is essential for sports performance and fine motor control,
it has been repeatedly confirmed that humans show a strong risk-seeking bias, selecting a …

Two and a half systems: The sensory-motor system in dual-process judgment and decision-making.

E Petracca - Journal of Neuroscience, Psychology, and Economics, 2020 - psycnet.apa.org
In the last three decades, research on “embodied cognition” has provided compelling
evidence of the fundamental role played by the sensory-motor system in higher cognition …

Bayesian decision theory in sensorimotor control

KP Körding, DM Wolpert - Trends in cognitive sciences, 2006 - cell.com
Action selection is a fundamental decision process for us, and depends on the state of both
our body and the environment. Because signals in our sensory and motor systems are …

Toward a mechanistic understanding of human decision making: Contributions of functional neuroimaging

JP O'Doherty, P Bossaerts - Current Directions in …, 2008 - journals.sagepub.com
This article considers the contribution of functional neuroimaging toward understanding the
computational underpinnings of human decision making. We outline the main processes …

Now and then: Hand choice is influenced by recent action history

KF Valyear, AM Fitzpatrick, NM Dundon - Psychonomic bulletin & review, 2019 - Springer
Action choices are influenced by recent past and predicted future action states. Here, we
demonstrate that recent hand-choice history affects both current hand choices and response …

When the brain changes its mind: flexibility of action selection in instructed and free choices

SM Fleming, RB Mars, TE Gladwin… - Cerebral Cortex, 2009 - academic.oup.com
The neural mechanisms underlying the selection and initiation of voluntary actions in the
absence of external instructions are poorly understood. These mechanisms are usually …