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Cognitive and neural bases of multi-attribute, multi-alternative, value-based decisions
Researchers have benefited from characterizing evidence-based decision making as a
process involving sequential sampling. More recently, sequential sampling models have …
process involving sequential sampling. More recently, sequential sampling models have …
Modeling imprecision in perception, valuation, and choice
M Woodford - Annual Review of Economics, 2020 - annualreviews.org
Traditional decision theory assumes that people respond to the exact features of the options
available to them, but observed behavior seems much less precise. This review considers …
available to them, but observed behavior seems much less precise. This review considers …
Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources
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 …
Suboptimality in perceptual decision making
Human perceptual decisions are often described as optimal. Critics of this view have argued
that claims of optimality are overly flexible and lack explanatory power. Meanwhile …
that claims of optimality are overly flexible and lack explanatory power. Meanwhile …
Computational rationality as a theory of interaction
How do people interact with computers? This fundamental question was asked by Card,
Moran, and Newell in 1983 with a proposition to frame it as a question about human …
Moran, and Newell in 1983 with a proposition to frame it as a question about human …
[KNJIGA][B] Cognitive psychology: A student's handbook
MW Eysenck, MT Keane - 2020 - taylorfrancis.com
The fully updated eighth edition of Cognitive Psychology: A Student's Handbook provides
comprehensive yet accessible coverage of all the key areas in the field ranging from visual …
comprehensive yet accessible coverage of all the key areas in the field ranging from visual …
Value-based attentional capture affects multi-alternative decision making
Humans and other animals often violate economic principles when choosing between
multiple alternatives, but the underlying neurocognitive mechanisms remain elusive. A …
multiple alternatives, but the underlying neurocognitive mechanisms remain elusive. A …
Optimal policy for multi-alternative decisions
Everyday decisions frequently require choosing among multiple alternatives. Yet the optimal
policy for such decisions is unknown. Here we derive the normative policy for general multi …
policy for such decisions is unknown. Here we derive the normative policy for general multi …
Towards machines that understand people
The ability to estimate the state of a human partner is an insufficient basis on which to build
cooperative agents. Also needed is an ability to predict how people adapt their behavior in …
cooperative agents. Also needed is an ability to predict how people adapt their behavior in …
[HTML][HTML] Can immersive virtual reality increase respondents' certainty in discrete choice experiments? A comparison with traditional presentation formats
Stated preference methods such as discrete choice experiments (DCEs) are used to elicit
respondents' preferences and willingness to pay (WTP) for environmental goods or services …
respondents' preferences and willingness to pay (WTP) for environmental goods or services …