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Adaptive search promotes asymmetrical learning

https://doi.org/10.2139/ssrn.6997362
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Cognition all the way down 2.0: neuroscience beyond neurons in the diverse intelligence era
inferredcites →https://doi.org/10.1016/0030-5073(76)90022-2openalex-snapshot
Task complexity and contingent processing in decision making: An information search and protocol analysis
inferredcites →https://doi.org/10.1016/bs.plm.2021.02.004openalex-snapshot
Policy compression: An information bottleneck in action selection
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The cognitive mechanisms of optimal sampling
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Balancing exploration and exploitation with information and randomization
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Decisions from experience: Why small samples?
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The algorithmic architecture of exploration in the human brain
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Perceptual narrowing in face- and speech-perception domains in infancy: A longitudinal approach
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Planning in the brain
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The evolution of decision rules in complex environments
inferredcites →https://doi.org/10.1017/9781009026949.005openalex-snapshot
Searching for Information, from Infancy to Adolescence
inferredcites →https://doi.org/10.1017/9781009026949.008openalex-snapshot
Exploration Beyond Bandits
inferredcites →https://doi.org/10.1017/s0140525x1900061xopenalex-snapshot
Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources
inferredcites →https://doi.org/10.1037/a0024143openalex-snapshot
Cognitive niches: An ecological model of strategy selection.
inferredcites →https://doi.org/10.1037/dec0000267openalex-snapshot
Uncertainty-driven exploration during planning.
inferredcites →https://doi.org/10.1037/h0042769openalex-snapshot
Rational choice and the structure of the environment.
inferredcites →https://doi.org/10.1037/rev0000075openalex-snapshot
Strategy selection as rational metareasoning.
inferredcites →https://doi.org/10.1037/rev0000330openalex-snapshot
Heuristics from bounded meta-learned inference.
inferredcites →https://doi.org/10.1038/s41562-022-01332-8openalex-snapshot
Rational use of cognitive resources in human planning
inferredcites →https://doi.org/10.1038/s41586-022-04743-9openalex-snapshot
People construct simplified mental representations to plan
inferredcites →https://doi.org/10.1038/s41586-023-06124-2openalex-snapshot
Expertise increases planning depth in human gameplay
inferredcites →https://doi.org/10.1038/s44159-022-00053-zopenalex-snapshot
Attentional economics links value-modulated attentional capture and decision-making
inferredcites →https://doi.org/10.1073/pnas.1104047108openalex-snapshot
Value-driven attentional capture
inferredcites →https://doi.org/10.1073/pnas.1609094113openalex-snapshot
Adaptive integration of habits into depth-limited planning defines a habitual-goal–directed spectrum
inferredcites →https://doi.org/10.1098/rsos.241161openalex-snapshot
Adaptive planning depth in human problem-solving
inferredcites →https://doi.org/10.1111/cogs.70119openalex-snapshot
Time Spent Thinking in Online Chess Reflects the Value of Computation
inferredcites →https://doi.org/10.1111/j.1467-7687.2007.00556.xopenalex-snapshot
Probabilistic epigenesis
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Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
inferredcites →https://doi.org/10.1111/nyas.12957openalex-snapshot
The attention habit: how reward learning shapes attentional selection
inferredcites →https://doi.org/10.1146/annurev-neuro-072116-031526openalex-snapshot
Toward a Rational and Mechanistic Account of Mental Effort
inferredcites →https://doi.org/10.1146/annurev-psych-120709-145346openalex-snapshot
Heuristic Decision Making
inferredcites →https://doi.org/10.1167/19.2.11openalex-snapshot
Adaptive allocation of human visual working memory capacity during statistical and categorical learning
inferredcites →https://doi.org/10.1177/09567976231200547openalex-snapshot
Rational Simplification and Rigidity in Human Planning
inferredcites →https://doi.org/10.1177/0963721420925518openalex-snapshot
Beyond the Core-Deficit Hypothesis in Developmental Disorders
inferredcites →https://doi.org/10.1257/089533005775196732openalex-snapshot
Cognitive Reflection and Decision Making
inferredcites →https://doi.org/10.2307/1884852openalex-snapshot
A BEHAVIORAL MODEL OF RATIONAL CHOICE
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