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Applied decision making with fast-and-frugal heuristics
Highlights•Fast-and-frugal heuristics are useful in situations of uncertainty, while
optimization is designed for situations or risk.•The study of the adaptive toolbox is …
optimization is designed for situations or risk.•The study of the adaptive toolbox is …
Strategy selection as rational metareasoning.
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 …
[HTML][HTML] A formal valuation framework for emotions and their control
QJM Huys, D Renz - Biological psychiatry, 2017 - Elsevier
Computational psychiatry aims to apply mathematical and computational techniques to help
improve psychiatric care. To achieve this, the phenomena under scrutiny should be within …
improve psychiatric care. To achieve this, the phenomena under scrutiny should be within …
A theory of learning to infer.
Bayesian theories of cognition assume that people can integrate probabilities rationally.
However, several empirical findings contradict this proposition: human probabilistic …
However, several empirical findings contradict this proposition: human probabilistic …
A cognitive modeling approach to strategy formation in dynamic decision making
Decision-making is a high-level cognitive process based on cognitive processes like
perception, attention, and memory. Real-life situations require series of decisions to be …
perception, attention, and memory. Real-life situations require series of decisions to be …
Why bounded rationality?
R Viale - Routledge handbook of bounded rationality, 2020 - taylorfrancis.com
In the philosophy of science why-questions are a way to address the foundations of scientific
explanation. For Bas van Fraassen (1980), a theory of explanation is essentially a theory of …
explanation. For Bas van Fraassen (1980), a theory of explanation is essentially a theory of …
[CARTE][B] Taming uncertainty
An examination of the cognitive tools that the mind uses to grapple with uncertainty in the
real world. How do humans navigate uncertainty, continuously making near-effortless …
real world. How do humans navigate uncertainty, continuously making near-effortless …
[HTML][HTML] A general instance-based learning framework for studying intuitive decision-making in a cognitive architecture
Cognitive architectures (eg, ACT-R) have not traditionally been used to understand intuitive
decision-making; instead, models tend to be designed with the intuitions of their modelers …
decision-making; instead, models tend to be designed with the intuitions of their modelers …
A dual‐process diffusion model
C Alós‐Ferrer - Journal of Behavioral Decision Making, 2018 - Wiley Online Library
This paper presents a simple formal analytical model delivering qualitative predictions for
response times in binary‐choice experiments. It combines a dual‐process/multi‐strategy …
response times in binary‐choice experiments. It combines a dual‐process/multi‐strategy …
Heuristics as conceptual lens for understanding and studying the usage of bibliometrics in research evaluation
While bibliometrics are widely used for research evaluation purposes, a common theoretical
framework for conceptually understanding, empirically studying, and effectively teaching its …
framework for conceptually understanding, empirically studying, and effectively teaching its …