Gheza D, Kool W
Distractor-specific control adaptation in multidimensional environments
Treiman LS, Kool W
Choosing the right frame: How context preferences facilitate subsequent decisions
Gheza D, Kool W, Pourtois G
Need for cognition moderates cognitive effort aversion
Bustos BN, Colvett JS, Bugg JM, Kool W
Humans do not avoid reactively implementing cognitive control
Bustos BN, Jiang J*, Kool W*
Reward masks the learning of cognitive control demand
Treiman L, Ho CJ, Kool W
Humans forgo reward to instill fairness into AI
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing
Karagoz AB, Reagh ZM*, Kool W*
The construction and use of cognitive maps in model-based control
Journal of Experimental Psychology: General
Smid CR, Ganesan K, Thompson A, Cañigueral R, Veselic S, Royer J, Kool W, Hauser TU, Bernhardt B, Steinbeis N
Neurocognitive basis of model-based decision making and its metacontrol in childhood
Developmental Cognitive Neuroscience
Patil I, Zucchelli MM, Kool W, Campbell S, Fornasier F, Calò M, Silani G, Cikara M & Cushman, F
Reasoning supports utilitarian resolutions to moral dilemmas across diverse measures
Journal of Personality and Social Psychology
Liu S, Cushman FA, Gershman SJ, Kool W, & Spelke ES
Hard choices: Children’s understanding of the cost of action selection
Proceedings of the Cognitive Science Society
Patzelt EH, Kool W, Millner A J, & Gershman SJ
The transdiagnostic structure of mental effort avoidance
Scientific Reports
Patzelt EH, Kool W, Millner AJ, & Gershman SJ
Incentives boost model-based control across a range of severity on several psychiatric constructs
Biological Psychiatry
Bolenz F, Kool W, Reiter AMF, Kiebel, SJ, & Eppinger B.
Metacontrol of decision-making strategies in human aging
eLife
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Kool W & Botvinick MM
Mental labour
Nature Human Behaviour
Kool W, Cushman FA*, & Gershman SJ*
Competition and cooperation between multiple reinforcement learning systems
Understanding Goal-Directed Decision Making: Computations and Circuits
Kool W, Gershman SJ*, & Cushman FA*
Planning complexity registers as a cost in metacontrol
Journal of Cognitive Neuroscience
Kool W, Gershman SJ*, & Cushman FA*
Cost-benefit arbitration between multiple reinforcement learning systems
Psychological Science
Shenhav AS, Musslick S, Lieder F, Kool W, Griffiths TL, Cohen JD, & Botvinick MM
Towards a rational and mechanistic account of mental effort
Annual Reviews of Neuroscience
Kool W*, Shenhav AS*, & Botvinick MM
Cognitive control as cost-benefit decision making
Wiley Handbook of Cognitive Control
Gold JM, Kool W, Botvinick MM, Hubzin L, August S, & Waltz J
Cognitive effort avoidance and detection in people with schizophrenia
Cognitive, Affective, & Behavioral Neuroscience
Kool W, Conway ARA, & Turk-Browne N B
Sequential dynamics in visual short-term memory
Attention, Perception, & Psychophysics
Braver TS, Krug MK, Chiew KS, Kool W, Westbrook J A, . . ., Somerville LH
Mechanisms of motivation-cognition interaction: challenges and opportunities
Cognitive, Affective, & Behavioral Neuroscience
Kool W & Botvinick MM
A labor/leisure trade-off in cognitive control
Journal of Experimental Psychology: General
Kool W & Botvinick MM
The intrinsic cost of cognitive control
Behavioral Brain Sciences
Kool W, McGuire, JT, Wang, GJ, & Botvinick MM
Behavioral and neural evidence for an intrinsic cost of self-control
Cognitive, Affective, & Behavioral Neuroscience
Kool W, Getz SJ, & Botvinick MM
Neural representation of probability: Evidence from the Illusion of Control
Journal of Cognitive Neuroscience
Kool W*, McGuire JT*, Rosen ZB, & Botvinick MM
Decision making and the avoidance of cognitive demand
Journal of Experimental Psychology: General
Colzato LS, Kool W, & Hommel B
Stress modulation of visuomotor binding
Neuropsychologia
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