Studying and modifying brain function with non-invasive brain stimulation

R Polanía, MA Nitsche, CC Ruff - Nature neuroscience, 2018 - nature.com
In the past three decades, our understanding of brain–behavior relationships has been
significantly shaped by research using non-invasive brain stimulation (NIBS) techniques …

Balancing exploration and exploitation with information and randomization

RC Wilson, E Bonawitz, VD Costa, RB Ebitz - Current opinion in behavioral …, 2021 - Elsevier
Explore-exploit decisions require us to trade off the benefits of exploring unknown options to
learn more about them, with exploiting known options, for immediate reward. Such decisions …

[HTML][HTML] Revealing neurocomputational mechanisms of reinforcement learning and decision-making with the hBayesDM package

WY Ahn, N Haines, L Zhang - … Psychiatry (Cambridge, Mass.), 2017 - ncbi.nlm.nih.gov
Reinforcement learning and decision-making (RLDM) provide a quantitative framework and
computational theories with which we can disentangle psychiatric conditions into the basic …

Managing competing goals—a key role for the frontopolar cortex

FA Mansouri, E Koechlin, MGP Rosa… - Nature Reviews …, 2017 - nature.com
Humans are set apart from other animals by many elements of advanced cognition and
behaviour, including language, judgement and reasoning. What is special about the human …

The algorithmic architecture of exploration in the human brain

E Schulz, SJ Gershman - Current opinion in neurobiology, 2019 - Elsevier
Highlights•Humans use uncertainty-based algorithms to balance exploration and
exploitation.•Humans utilize structure in the state space to make exploration more …

A primer on foraging and the explore/exploit trade-off for psychiatry research

MA Addicott, JM Pearson, MM Sweitzer… - …, 2017 - nature.com
Foraging is a fundamental behavior, and many types of animals appear to have solved
foraging problems using a shared set of mechanisms. Perhaps the most common foraging …

Dopaminergic modulation of the exploration/exploitation trade-off in human decision-making

K Chakroun, D Mathar, A Wiehler, F Ganzer, J Peters - Elife, 2020 - elifesciences.org
Involvement of dopamine in regulating exploration during decision-making has long been
hypothesized, but direct causal evidence in humans is still lacking. Here, we use a …

A causal role for right frontopolar cortex in directed, but not random, exploration

WK Zajkowski, M Kossut, RC Wilson - Elife, 2017 - elifesciences.org
The explore-exploit dilemma occurs anytime we must choose between exploring unknown
options for information and exploiting known resources for reward. Previous work suggests …

Subcortical substrates of explore-exploit decisions in primates

VD Costa, AR Mitz, BB Averbeck - Neuron, 2019 - cell.com
The explore-exploit dilemma refers to the challenge of deciding when to forego immediate
rewards and explore new opportunities that could lead to greater rewards in the future …

The influence of anxiety on exploration: A review of computational modeling studies

KP Chou, RC Wilson, R Smith - Neuroscience & Biobehavioral Reviews, 2024 - Elsevier
Exploratory behaviors can serve an adaptive role within novel or changing environments.
Namely, they facilitate information gain, allowing an organism to maintain accurate beliefs …