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

Electrophysiological signatures of the effect of context on exploration: Greater attentional and learning signals when exploration is costly

Code for Humans Adopt Different Exploration Strategies Depending on the Environment

Python code for Ferguson et al., 2023, CBB

Code for Humans Adopt Different Exploration Strategies Depending on the Environment

Using Python for Computational Modelling of Human Data

Provides a Jupyter notebook of a tutorial to use computational models to analyze human behavioural data

Using Python for Computational Modelling of Human Data

Decision making under chronic stress and anxiety: State and trait anxiety impact contextual updating but not feedback learning

Thomas Donald Ferguson, White, Fyshe, Krigolson

Decision making under chronic stress and anxiety: State and trait anxiety impact contextual updating but not feedback learning

Reinforcement Learning Workshop

Provides introductory code for validating a few computational modelling and then applying these models to human choice data

Reinforcement Learning Workshop

The effect of stress on the explore-exploit dilemma

Thomas Donald Ferguson

The effect of stress on the explore-exploit dilemma

Grid World Solutions

A Matlab file and associated function which solves the grid-world problem from Reinforcement Learning

Grid World Solutions

Bandit Task Solutions

Matlab scripts for Bandit Task algorithms

Bandit Task Solutions

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

Code for the book "Computational Modeling of Cognition and Behavior"