Open Access Helper

OpenAlex Citation Counts

OpenAlex Citations Logo

OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!

If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.

Requested Article:

When Does Model-Based Control Pay Off?
Wouter Kool, Fiery Cushman, Samuel J. Gershman
PLoS Computational Biology (2016) Vol. 12, Iss. 8, pp. e1005090-e1005090
Open Access | Times Cited: 202

Showing 1-25 of 202 citing articles:

Learning to reinforcement learn
Jane X. Wang, Zeb Kurth‐Nelson, Dhruva Tirumala, et al.
arXiv (Cornell University) (2016)
Closed Access | Times Cited: 418
The successor representation in human reinforcement learning
Ida Momennejad, Evan M. Russek, Jin Hyun Cheong, et al.
Nature Human Behaviour (2017) Vol. 1, Iss. 9, pp. 680-692
Open Access | Times Cited: 361
Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems
Wouter Kool, Samuel J. Gershman, Fiery Cushman
Psychological Science (2017) Vol. 28, Iss. 9, pp. 1321-1333
Closed Access | Times Cited: 233
Dorsal hippocampus contributes to model-based planning
Kevin J Miller, Matthew Botvinick, Carlos D. Brody
Nature Neuroscience (2017) Vol. 20, Iss. 9, pp. 1269-1276
Open Access | Times Cited: 229
Mental labour
Wouter Kool, Matthew Botvinick
Nature Human Behaviour (2018) Vol. 2, Iss. 12, pp. 899-908
Closed Access | Times Cited: 221
Improving the reliability of model-based decision-making estimates in the two-stage decision task with reaction-times and drift-diffusion modeling
Nitzan Shahar, Tobias U. Hauser, Michael Moutoussis, et al.
PLoS Computational Biology (2019) Vol. 15, Iss. 2, pp. e1006803-e1006803
Open Access | Times Cited: 155
The interpretation of computational model parameters depends on the context
Maria K. Eckstein, Sarah L. Master, Liyu Xia, et al.
eLife (2022) Vol. 11
Open Access | Times Cited: 72
The Anterior Cingulate Cortex Predicts Future States to Mediate Model-Based Action Selection
Thomas Akam, Ines Rodrigues-Vaz, Ivo M. Marcelo, et al.
Neuron (2020) Vol. 109, Iss. 1, pp. 149-163.e7
Open Access | Times Cited: 136
Humans primarily use model-based inference in the two-stage task
Carolina Feher da Silva, Todd A. Hare
Nature Human Behaviour (2020) Vol. 4, Iss. 10, pp. 1053-1066
Open Access | Times Cited: 133
Model-Based Control in Dimensional Psychiatry
Valerie Voon, Andrea Reiter, Miriam Sebold, et al.
Biological Psychiatry (2017) Vol. 82, Iss. 6, pp. 391-400
Closed Access | Times Cited: 107
Reasoning supports utilitarian resolutions to moral dilemmas across diverse measures.
Indrajeet Patil, Micaela Maria Zucchelli, Wouter Kool, et al.
Journal of Personality and Social Psychology (2020) Vol. 120, Iss. 2, pp. 443-460
Closed Access | Times Cited: 105
Behavior- and Modality-General Representation of Confidence in Orbitofrontal Cortex
Paul Masset, Torben Ott, Armin Lak, et al.
Cell (2020) Vol. 182, Iss. 1, pp. 112-126.e18
Open Access | Times Cited: 103
Incentives Boost Model-Based Control Across a Range of Severity on Several Psychiatric Constructs
Edward H. Patzelt, Wouter Kool, Alexander J. Millner, et al.
Biological Psychiatry (2018) Vol. 85, Iss. 5, pp. 425-433
Open Access | Times Cited: 99
What do reinforcement learning models measure? Interpreting model parameters in cognition and neuroscience
Maria K. Eckstein, Linda Wilbrecht, Anne Collins
Current Opinion in Behavioral Sciences (2021) Vol. 41, pp. 128-137
Open Access | Times Cited: 84
A theory of actions and habits: The interaction of rate correlation and contiguity systems in free-operant behavior.
Omar D. Pérez, Anthony Dickinson
Psychological Review (2020) Vol. 127, Iss. 6, pp. 945-971
Open Access | Times Cited: 81
Hierarchical Action Control: Adaptive Collaboration Between Actions and Habits
Bernard W. Balleine, Amir Dezfouli
Frontiers in Psychology (2019) Vol. 10
Open Access | Times Cited: 79
Identifying Transdiagnostic Mechanisms in Mental Health Using Computational Factor Modeling
Toby Wise, Oliver J. Robinson, Claire M. Gillan
Biological Psychiatry (2022) Vol. 93, Iss. 8, pp. 690-703
Open Access | Times Cited: 60
Decoding cognition from spontaneous neural activity
Yunzhe Liu, Matthew M. Nour, Nicolas W. Schuck, et al.
Nature reviews. Neuroscience (2022) Vol. 23, Iss. 4, pp. 204-214
Open Access | Times Cited: 59
Value representations in the rodent orbitofrontal cortex drive learning, not choice
Kevin J Miller, Matthew Botvinick, Carlos D. Brody
eLife (2022) Vol. 11
Open Access | Times Cited: 53
Mice exhibit stochastic and efficient action switching during probabilistic decision making
Celia Beron, Shay Q. Neufeld, Scott W. Linderman, et al.
Proceedings of the National Academy of Sciences (2022) Vol. 119, Iss. 15
Open Access | Times Cited: 46
Distinct replay signatures for prospective decision-making and memory preservation
G. Elliott Wimmer, Yunzhe Liu, Daniel McNamee, et al.
Proceedings of the National Academy of Sciences (2023) Vol. 120, Iss. 6
Open Access | Times Cited: 25
Maturation of striatal dopamine supports the development of habitual behavior through adolescence
Daniel Petrie, Ashley C. Parr, Valerie J. Sydnor, et al.
bioRxiv (Cold Spring Harbor Laboratory) (2025)
Open Access | Times Cited: 1
Not all who ponder count costs: Arithmetic reflection predicts utilitarian tendencies, but logical reflection predicts both deontological and utilitarian tendencies
Nick Byrd, Paul Conway
Cognition (2019) Vol. 192, pp. 103995-103995
Open Access | Times Cited: 66
Credit assignment to state-independent task representations and its relationship with model-based decision making
Nitzan Shahar, Rani Moran, Tobias U. Hauser, et al.
Proceedings of the National Academy of Sciences (2019) Vol. 116, Iss. 32, pp. 15871-15876
Open Access | Times Cited: 65
The roles of online and offline replay in planning
Eran Eldar, Gaëlle Lièvre, Peter Dayan, et al.
eLife (2020) Vol. 9
Open Access | Times Cited: 62
Page 1 - Next Page

Scroll to top