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Computational Modelling
Electrophysiological signatures of the effect of context on exploration: Greater attentional and learning signals when exploration is costly
Thomas Donald Ferguson
,
Fyshe
,
White
Cite
DOI
Code for Humans Adopt Different Exploration Strategies Depending on the Environment
Python code for Ferguson et al., 2023, CBB
Github Page
Using Python for Computational Modelling of Human Data
Provides a Jupyter notebook of a tutorial to use computational models to analyze human behavioural data
Github Page
Decision making under chronic stress and anxiety: State and trait anxiety impact contextual updating but not feedback learning
Thomas Donald Ferguson
,
White
,
Fyshe
,
Krigolson
Cite
DOI
Reinforcement Learning Workshop
Provides introductory code for validating a few computational modelling and then applying these models to human choice data
Github Page
The effect of stress on the explore-exploit dilemma
Thomas Donald Ferguson
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DOI
Grid World Solutions
A Matlab file and associated function which solves the grid-world problem from Reinforcement Learning
Github Page
Bandit Task Solutions
Matlab scripts for Bandit Task algorithms
Github Page
Code for the book "Computational Modeling of Cognition and Behavior"
Solutions to the first 7 chapters - based on the R code provided by the book
Github Page
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