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Evan M. Russek
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The successor representation in human reinforcement learning
I Momennejad*, EM Russek*, JH Cheong, MM Botvinick, ND Daw, ...
Nature human behaviour 1 (9), 680-692, 2017
4132017
Predictive representations can link model-based reinforcement learning to model-free mechanisms
EM Russek*, I Momennejad*, MM Botvinick, SJ Gershman, ND Daw
PLoS computational biology 13 (9), e1005768, 2017
3282017
Neural evidence for the successor representation in choice evaluation
EM Russek, I Momennejad, MM Botvinick, SJ Gershman, ND Daw
bioRxiv, 2021.08. 29.458114, 2021
172021
Time spent thinking in online chess reflects the value of computation
EM Russek, D Acosta-Kane, B van Opheusden, MG Mattar, T Griffiths
PsyArXiv, 2022
92022
Humans perseverate on punishment avoidance goals in multigoal reinforcement learning
PB Sharp*, EM Russek*, QJM Huys, RJ Dolan, E Eldar
Elife 11, e74402, 2022
92022
Components of behavioral activation therapy for depression engage specific reinforcement learning mechanisms in a pilot study
QJM Huys, EM Russek, G Abitante, T Kahnt, JK Gollan
Computational Psychiatry 6 (1), 238-255, 2022
72022
Opportunities for emotion and mental health research in the resource-rationality framework
EM Russek, R Moran, D McNamee, A Reiter, Y Liu, RJ Dolan, QJM Huys
Behavioral and Brain Sciences 43, 2020
32020
Heuristics in risky decision-making relate to preferential representation of information
E Russek, R Moran, Y Liu, RJ Dolan, Q Huys
PsyArXiv, 2021
22021
Memory-based decision making for risky goals
S Liang, E Russek, R Rutledge, GE Wimmer
OSF, 2024
2024
Inverting cognitive models with neural networks to infer preferences from fixations
E Russek, F Callaway, T Griffiths
OSF, 2023
2023
Inverting cognitive models with machine learning to infer preferences from fixations
E Russek, F Callaway, TL Griffiths
NeuRIPS 2023 Workshop on Gaze Meets ML, 2023
2023
Feynman Restaurant Study
B Christian, E Russek, T Griffiths
OSF, 2023
2023
The successor representation in choice evaluation
EM Russek
New York University, 2018
2018
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Articles 1–13