Cognitive and neural bases of multi-attribute, multi-alternative, value-based decisions

JR Busemeyer, S Gluth, J Rieskamp… - Trends in cognitive …, 2019 - cell.com
Researchers have benefited from characterizing evidence-based decision making as a
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 …

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 …

Suboptimality in perceptual decision making

D Rahnev, RN Denison - Behavioral and brain sciences, 2018 - cambridge.org
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 …

Computational rationality as a theory of interaction

A Oulasvirta, JPP Jokinen, A Howes - … of the 2022 CHI Conference on …, 2022 - dl.acm.org
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 …

[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 …

Value-based attentional capture affects multi-alternative decision making

S Gluth, MS Spektor, J Rieskamp - Elife, 2018 - elifesciences.org
Humans and other animals often violate economic principles when choosing between
multiple alternatives, but the underlying neurocognitive mechanisms remain elusive. A …

Optimal policy for multi-alternative decisions

S Tajima, J Drugowitsch, N Patel, A Pouget - Nature neuroscience, 2019 - nature.com
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 …

Towards machines that understand people

A Howes, JPP Jokinen, A Oulasvirta - AI Magazine, 2023 - Wiley Online Library
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 …

[HTML][HTML] Can immersive virtual reality increase respondents' certainty in discrete choice experiments? A comparison with traditional presentation formats

I Mokas, S Lizin, T Brijs, N Witters, R Malina - Journal of Environmental …, 2021 - Elsevier
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 …