Adapting the adaptive gain theory: uncertainty monitoring and the dynamics of decision making

Preprint of "Adapting the adaptive gain theory: uncertainty monitoring and the dynamics of decision making". The record also contains the simulation code for Figure 2 and Figure S1: model.py contains the model and all parameters; simulate.py runs the simulations and makes both figures.

Authors

Dawa Dupont (ORCID: https://orcid.org/0000-0001-7632-777X)
Gary Aston‐Jones (ORCID: https://orcid.org/0000-0002-5034-3816)
Bryant J. Jongkees (ORCID: https://orcid.org/0000-0002-7333-0137)
Jonathan D. Cohen (ORCID: https://orcid.org/0000-0003-2316-0763)

Institutions

Rutgers, The State University of New Jersey (US)
Leiden University (NL)
University of Copenhagen (DK)
Princeton University (US)

Publication Details

Journal: Zenodo (CERN European Organization for Nuclear Research)
Published: 2026-11-02
DOI: https://doi.org/10.5281/zenodo.23898369
Primary Topic: Decision-Making and Behavioral Economics
Type: preprint

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preprint

Adapting the adaptive gain theory: uncertainty monitoring and the dynamics of decision making

Dawa Dupont, Gary Aston‐Jones, Bryant J. Jongkees, Jonathan D. Cohen

Nov 2, 2026

Zenodo (CERN European Organization for Nuclear Research)

Decision-Making and Behavioral Economics

preprint

Adapting the adaptive gain theory: uncertainty monitoring and the dynamics of decision making

Dawa Dupont, Gary Aston‐Jones, Bryant J. Jongkees, Jonathan D. Cohen

November 2, 2026preprint en

Abstract

Preprint of "Adapting the adaptive gain theory: uncertainty monitoring and the dynamics of decision making". The record also contains the simulation code for Figure 2 and Figure S1: model.py contains the model and all parameters; simulate.py runs the simulations and makes both figures.

Zenodo (CERN European Organization for Nuclear Research)

Rutgers, The State University of New Jersey (US), Leiden University (NL), University of Copenhagen (DK), Princeton University (US)

Decision-Making and Behavioral Economics

DOI Open Access PDF OpenAlex

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