Predictive representations can link model-based reinforcement learning to model-free mechanisms. - Evan M. Russek; Ida Momennejad; Matthew M. Botvinick; Samuel J. Gershman; Nathaniel D. Daw (PLoS Comput. Biol., 2017)

Centaur: a foundation model of human cognition. - Marcel Binz; Elif Akata; Matthias Bethge; Franziska Brändle; Fred Callaway; Julian Coda-Forno; Peter Dayan; Can Demircan; Maria K. Eckstein; Noémi Élteto; Thomas L. Griffiths 001; Susanne Haridi; et al. (CoRR, 2024)

Inverting Cognitive Models With Neural Networks to Infer Preferences From Fixations. - Evan M. Russek; Frederick Callaway; Thomas L. Griffiths 001 (Cogn. Sci., 2024)

A foundation model to predict and capture human cognition. - Marcel Binz; Elif Akata; Matthias Bethge; Franziska Brändle; Fred Callaway; Julian Coda-Forno; Peter Dayan; Can Demircan; Maria K. Eckstein; Noémi Élteto; Thomas L. Griffiths 001; Susanne Haridi; et al. (Nat., 2025)