Publications by authors named "Wouter Kool"

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Model-based planning in structured foraging environments.
Thea R Zalabak, Laura A Bustamante, Wouter Kool

Cognition· February 2026

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Reward masks the learning of cognitive control demand.
Bettina Bustos, Jiefeng Jiang, Wouter Kool

Cogn Neurodyn· December 2025

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When models matter: Environmental demand guides the arbitration between model-based and model-free control.
Leslie K Held, Elise Lesage, Wouter Kool, Senne Braem

Cogn Affect Behav Neurosci· October 2025

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Evidence for shallow cognitive maps in schizophrenia.
Ata B Karagoz, Erin K Moran, Deanna M Barch, Wouter Kool, Zachariah M Reagh

Cogn Affect Behav Neurosci· August 2025

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Free recall is shaped by inference and scaffolded by event structure.
Ata B Karagoz, Wouter Kool, Zachariah M Reagh

Commun Psychol· April 2025

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Distractor-specific control adaptation in multidimensional environments.
Davide Gheza, Wouter Kool

Nat Hum Behav· March 2025

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Impaired arbitration between reward-related decision-making strategies in Alcohol Users compared to Alcohol Non-Users: a computational modeling study.
Srinivasan A Ramakrishnan, Riaz B Shaik, Tamizharasan Kanagamani, Gopi Neppala, Jeffrey Chen, Wouter Kool

NPP Digit Psychiatry Neurosci· January 2025

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Choosing the right frame: how context preferences facilitate subsequent decisions.
Lauren S Treiman, Wouter Kool

Sci Rep· December 2024

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The consequences of AI training on human decision-making.
Lauren S Treiman, Chien-Ju Ho, Wouter Kool

Proc Natl Acad Sci U S A· August 2024

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Humans do not avoid reactively implementing cognitive control.
Bettina Bustos, Jackson S Colvett, Julie M Bugg, Wouter Kool

J Exp Psychol Hum Percept Perform· June 2024

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The construction and use of cognitive maps in model-based control.
Ata B Karagoz, Zachariah M Reagh, Wouter Kool

J Exp Psychol Gen· February 2024

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Evidence for shallow cognitive maps in schizophrenia.
Ata B Karagoz, Erin K Moran, Deanna M Barch, Wouter Kool, Zachariah M Reagh

bioRxiv· February 2024

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Need for cognition moderates the relief of avoiding cognitive effort.
Davide Gheza, Wouter Kool, Gilles Pourtois

PLoS One· November 2023

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Computational and behavioral markers of model-based decision making in childhood.
Claire R Smid, Wouter Kool, Tobias U Hauser, Nikolaus Steinbeis

Dev Sci· March 2023

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A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning.
Iris A M Huijben, Wouter Kool, Max B Paulus, Ruud J G van Sloun

IEEE Trans Pattern Anal Mach Intell· February 2023

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Reasoning supports utilitarian resolutions to moral dilemmas across diverse measures.
Indrajeet Patil, Micaela Maria Zucchelli, Wouter Kool, Stephanie Campbell, Federico Fornasier

J Pers Soc Psychol· February 2021

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Metacontrol of decision-making strategies in human aging.
Florian Bolenz, Wouter Kool, Andrea Mf Reiter, Ben Eppinger

Elife· August 2019

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Incentives Boost Model-Based Control Across a Range of Severity on Several Psychiatric Constructs.
Edward H Patzelt, Wouter Kool, Alexander J Millner, Samuel J Gershman

Biol Psychiatry· March 2019

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The transdiagnostic structure of mental effort avoidance.
Edward H Patzelt, Wouter Kool, Alexander J Millner, Samuel J Gershman

Sci Rep· February 2019

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Mental labour.
Wouter Kool, Matthew Botvinick

Nat Hum Behav· December 2018

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Planning Complexity Registers as a Cost in Metacontrol.
Wouter Kool, Samuel J Gershman, Fiery A Cushman

J Cogn Neurosci· October 2018

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Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems.
Wouter Kool, Samuel J Gershman, Fiery A Cushman

Psychol Sci· September 2017

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Toward a Rational and Mechanistic Account of Mental Effort.
Amitai Shenhav, Sebastian Musslick, Falk Lieder, Wouter Kool, Thomas L Griffiths

Annu Rev Neurosci· July 2017

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When Does Model-Based Control Pay Off?
Wouter Kool, Fiery A Cushman, Samuel J Gershman

PLoS Comput Biol· August 2016

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Sequential dynamics in visual short-term memory.
Wouter Kool, Andrew R A Conway, Nicholas B Turk-Browne

Atten Percept Psychophys· October 2014

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