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Nicolás Hinrichs
@nicolashinrichs
Shawn Rhoads
@shawnrhoads
Thomas Parr
@tejparr
Chris Mathys
@chmathys
Sam Gershman
@sjgershm
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Code for the figures in the "Ten Simple Rules for Computational Modeling of Behavioral Data" paper.
Kalman Filter Model for the Horizon Task, administered to individuals with methamphetamine use disorder and healthy comparisons.
MATLAB code needed to reproduce the results reported in Whyte and Smith (2020). To run the simulations it is necessary to first download the SPM toolbox, which is freely available. Please note that to ensure reproducibility it is important to use the specific function scripts supplied in this repository.
Scripts to fit/simulate then fit data from the cooperation task (social variant of the three-armed bandit task) using Variational Bayes via spm
Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018
Hierarchical Bayesian modeling of RLDM tasks, using R & Python
Reinforcement learning tutorial
Python Implementation of Reinforcement Learning: An Introduction
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