Concepedia

Maria K. Eckstein

MK

Statistics

Publications

17

Citations

697

H-Index

13

Active since

2019

Affiliations

University of California, Berkeley(Current)

Berkeley College

Google DeepMind (United Kingdom)

Princeton University

New York University

Maria K. Eckstein is an author at University of California, Berkeley specializing in psychology, reinforcement learning, and cognitive modeling.

Publications per year

2019–2025

17

Publications

17

The interpretation of computational model parameters depends on the context

Maria K. Eckstein, Sarah L. Master, Liyu Xia et al. · eLife · 2022 · 108 citations · Full text

Life Sciences, Neuroscience, Psychology +15

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 · 106 citations · Full text

Life Sciences, Neuroscience, Psychology +14

Disentangling the systems contributing to changes in learning during adolescence

Sarah L. Master, Maria K. Eckstein, Neta Gotlieb et al. · Developmental Cognitive Neuroscience · 2019 · 98 citations · Full text

Social Sciences, Neuroscience, Psychology +17

Computational evidence for hierarchically structured reinforcement learning in humans

Maria K. Eckstein, Anne Collins · Proceedings of the National Academy of Sciences · 2020 · 86 citations · Full text

Computing, Computer Science, Psychology +15

A foundation model to predict and capture human cognition

Marcel Binz, Elif Akata, Matthias Bethge et al. · Nature · 2025 · 72 citations · Full text

Computing, Computer Science, Psychology +13

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