Reinforcement learning + drift-diffusion modeling
Matlab
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README.md
data_bandit.csv
data_gonogo.csv
fit_bandit.m
fit_binary.m
fit_discount.m
fit_gonogo.m
fit_logreg.m
fit_multi.m
likfun_bandit.m
likfun_binary.m
likfun_discount.m
likfun_gonogo.m fixed issue with non decision time Dec 29, 2016
likfun_logreg.m fixed bug in logreg Dec 9, 2016
likfun_multi.m
load_bandit_data.m
load_gonogo_data.m
wfpt.m

README.md

RL_DDM

Reinforcement learning + drift-diffusion model repository.

Requires mfit package: https://github.com/sjgershm/mfit

Two-armed bandit task: see load_data_bandit.m and fit_bandit.m

Go/NoGo task: see load_data_gonogo.m and fit_gonogo.m

Multi-alternative value-based choice task: see fit_multi.m

Questions? Contact Sam Gershman (gershman@fas.harvard.edu).