Studying and modifying brain function with non-invasive brain stimulation
In the past three decades, our understanding of brain–behavior relationships has been
significantly shaped by research using non-invasive brain stimulation (NIBS) techniques …
significantly shaped by research using non-invasive brain stimulation (NIBS) techniques …
Balancing exploration and exploitation with information and randomization
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 …
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
Reinforcement learning and decision-making (RLDM) provide a quantitative framework and
computational theories with which we can disentangle psychiatric conditions into the basic …
computational theories with which we can disentangle psychiatric conditions into the basic …
Managing competing goals—a key role for the frontopolar cortex
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 …
behaviour, including language, judgement and reasoning. What is special about the human …
The algorithmic architecture of exploration in the human brain
Highlights•Humans use uncertainty-based algorithms to balance exploration and
exploitation.•Humans utilize structure in the state space to make exploration more …
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
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 …
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
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 …
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
The explore-exploit dilemma occurs anytime we must choose between exploring unknown
options for information and exploiting known resources for reward. Previous work suggests …
options for information and exploiting known resources for reward. Previous work suggests …
Subcortical substrates of explore-exploit decisions in primates
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 …
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
Exploratory behaviors can serve an adaptive role within novel or changing environments.
Namely, they facilitate information gain, allowing an organism to maintain accurate beliefs …
Namely, they facilitate information gain, allowing an organism to maintain accurate beliefs …