Rationalizing constraints on the capacity for cognitive control
S Musslick, JD Cohen - Trends in Cognitive Sciences, 2021 - cell.com
Humans are remarkably limited in:(i) how many control-dependent tasks they can execute
simultaneously, and (ii) how intensely they can focus on a single task. These limitations are …
simultaneously, and (ii) how intensely they can focus on a single task. These limitations are …
Motivation and cognitive control in depression
Depression is linked to deficits in cognitive control and a host of other cognitive impairments
arise as a consequence of these deficits. Despite of their important role in depression, there …
arise as a consequence of these deficits. Despite of their important role in depression, there …
Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources
F Lieder, TL Griffiths - Behavioral and brain sciences, 2020 - cambridge.org
Modeling human cognition is challenging because there are infinitely many mechanisms
that can generate any given observation. Some researchers address this by constraining the …
that can generate any given observation. Some researchers address this by constraining the …
Resolving uncertainty in a social world
O FeldmanHall, A Shenhav - Nature human behaviour, 2019 - nature.com
Consider the range of social behaviours we engage in every day. In each case, there are a
multitude of unknowns, reflecting the many sources of uncertainty inherent to social …
multitude of unknowns, reflecting the many sources of uncertainty inherent to social …
[PDF][PDF] Why does the mind wander?
J Shepherd - Neuroscience of Consciousness, 2019 - academic.oup.com
I seek an explanation for the etiology and the function of mind wandering episodes. My
proposal—which I call the cognitive control proposal—is that mind wandering is a form of …
proposal—which I call the cognitive control proposal—is that mind wandering is a form of …
Advancing theorizing about fast-and-slow thinking
W De Neys - Behavioral and Brain Sciences, 2023 - cambridge.org
Human reasoning is often conceived as an interplay between a more intuitive and deliberate
thought process. In the last 50 years, influential fast-and-slow dual-process models that …
thought process. In the last 50 years, influential fast-and-slow dual-process models that …
Strategy selection as rational metareasoning.
F Lieder, TL Griffiths - Psychological review, 2017 - psycnet.apa.org
Many contemporary accounts of human reasoning assume that the mind is equipped with
multiple heuristics that could be deployed to perform a given task. This raises the question of …
multiple heuristics that could be deployed to perform a given task. This raises the question of …
Doing more with less: meta-reasoning and meta-learning in humans and machines
Artificial intelligence systems use an increasing amount of computation and data to solve
very specific problems. By contrast, human minds solve a wide range of problems using a …
very specific problems. By contrast, human minds solve a wide range of problems using a …
Three challenges for AI-assisted decision-making
M Steyvers, A Kumar - Perspectives on Psychological …, 2023 - journals.sagepub.com
Artificial intelligence (AI) has the potential to improve human decision-making by providing
decision recommendations and problem-relevant information to assist human decision …
decision recommendations and problem-relevant information to assist human decision …
An integrative effort: Bridging motivational intensity theory and recent neurocomputational and neuronal models of effort and control allocation.
An increasing number of cognitive, neurobiological, and computational models have been
proposed in the last decade, seeking to explain how humans allocate physical or cognitive …
proposed in the last decade, seeking to explain how humans allocate physical or cognitive …