Evan M. Russek

The successor representation in human reinforcement learning

Ida Momennejad, Evan M. Russek, Jin Hyun Cheong et al. · Nature Human Behaviour · 2017 · 394 citations · Full text

Artificial Intelligence, Cognitive Science, Engineering +7

Predictive representations can link model-based reinforcement learning to model-free mechanisms

Evan M. Russek, Ida Momennejad, Matthew Botvinick et al. · PLoS Computational Biology · 2017 · 339 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

A foundation model to predict and capture human cognition

Marcel Binz, Elif Akata, Matthias Bethge et al. · Nature · 2025 · 48 citations · Full text

Predictive representations can link model-based reinforcement learning to model-free mechanisms

Evan M. Russek, Ida Momennejad, Matthew Botvinick et al. · 2016 · 39 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Neural evidence for the successor representation in choice evaluation

Evan M. Russek, Ida Momennejad, Matthew Botvinick et al. · 2021 · 35 citations · Full text

Behavioral Decision Making, Developmental Cognitive Neuroscience, Cognition +21