Neural Representation of Reward Probability: Evidence from the Illusion of Control. - Wouter Kool 002; Sarah J. Getz; Matthew M. Botvinick (J. Cogn. Neurosci., 2013)

When Does Model-Based Control Pay Off? - Wouter Kool 002; Fiery Cushman; Samuel J. Gershman (PLoS Comput. Biol., 2016)

Planning Complexity Registers as a Cost in Metacontrol. - Wouter Kool 002; Samuel J. Gershman; Fiery Cushman (J. Cogn. Neurosci., 2018)

Hard choices: Children's understanding of the cost of action selection. - Shari Liu; Fiery Cushman; Samuel Gershman; Wouter Kool 002; Elizabeth S. Spelke (CogSci, 2019)

A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning. - Iris A. M. Huijben; Wouter Kool 002; Max B. Paulus; Ruud J. G. van Sloun (CoRR, 2021)

Do People Think Fast or Slow When Training AI? - Lauren S. Treiman; Chien-Ju Ho; Wouter Kool 002 (FAccT, 2025)