A general model of hippocampal and dorsal striatal learning and decision making (Geerts et al 2020)

Python and Cython implementation of a dual-systems reinforcement learning model that solves navigation and decision tasks using model-free and successor representation strategies. For questions, please contact jesse.geerts.14@ucl.ac.uk.

Model Concept(s): Action Selection/Decision Making

Simulation Environment: Python; Cython

References:

Geerts JP, Chersi F, Stachenfeld KL, Burgess N. (2020). A general model of hippocampal and dorsal striatal learning and decision making. Proceedings of the National Academy of Sciences of the United States of America. 117 [PubMed]