SFN 2019: Uncertainty-based arbitration between incremental and episodic control over decisions

Jonathan Nicholas, Nathaniel Daw, Daphna Shohamy

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This repository contains all analyses used to produce the results and figures presented.

• PDF of the poster

• analysis_mturk.ipynb: All behavioral analyses for the online participants

• analysis_lab.ipynb: All behavioral and pupillometry analyses for the lab participants

• utilities: Contains scripts with functions loaded by the notebooks:

  • behavioral_analysis_functions.py: Functions for loading/cleaning data and plotting the behavioral data
  • pupillometry_analysis_functions.py: Functions for loading, preprocessing, and plotting the eyetracking data