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Exploration versus exploitation in space, mind, and society
Search is a ubiquitous property of life. Although diverse domains have worked on search
problems largely in isolation, recent trends across disciplines indicate that the formal …
problems largely in isolation, recent trends across disciplines indicate that the formal …
Dynamic decision making: Learning processes and new research directions
Objective: The aim of this manuscript is to provide a review of contemporary research and
applications on dynamic decision making (DDM). Background: Since early DDM studies …
applications on dynamic decision making (DDM). Background: Since early DDM studies …
Value-free random exploration is linked to impulsivity
Deciding whether to forgo a good choice in favour of exploring a potentially more rewarding
alternative is one of the most challenging arbitrations both in human reasoning and in …
alternative is one of the most challenging arbitrations both in human reasoning and in …
Who chokes under pressure? The Big Five personality traits and decision-making under pressure
The purpose of the present study was to examine whether the Big Five personality factors
could predict who thrives or chokes under pressure during decision-making. The effects of …
could predict who thrives or chokes under pressure during decision-making. The effects of …
Heterogeneity of strategy use in the Iowa gambling task: A comparison of win-stay/lose-shift and reinforcement learning models
The Iowa gambling task (IGT) has been used in numerous studies, often to examine
decision-making performance in different clinical populations. Reinforcement learning (RL) …
decision-making performance in different clinical populations. Reinforcement learning (RL) …
Learning and choosing in an uncertain world: An investigation of the explore–exploit dilemma in static and dynamic environments
How do people solve the explore–exploit trade-off in a changing environment? In this paper
we present experimental evidence from an “observe or bet” task, in which people have to …
we present experimental evidence from an “observe or bet” task, in which people have to …
Melioration as rational choice: Sequential decision making in uncertain environments.
Melioration—defined as choosing a lesser, local gain over a greater longer term gain—is a
behavioral tendency that people and pigeons share. As such, the empirical occurrence of …
behavioral tendency that people and pigeons share. As such, the empirical occurrence of …
The limits of learning: Exploration, generalization, and the development of learning traps.
Learning usually improves the accuracy of beliefs through the accumulation of experience.
But are there limits to learning that prevent us from accurately understanding our world? In …
But are there limits to learning that prevent us from accurately understanding our world? In …
The downsides of cognitive enhancement
Cognitive enhancement is becoming progressively popular as a subject of scientific
investigation and by the public, although possible adverse effects are not sufficiently …
investigation and by the public, although possible adverse effects are not sufficiently …
Decomposing the roles of perseveration and expected value representation in models of the Iowa gambling task
Models of human behavior in the Iowa Gambling Task (IGT) have played a pivotal role in
accounting for behavioral differences during decision-making. One critical difference …
accounting for behavioral differences during decision-making. One critical difference …