Matlab scripts to validate and test computational models of human choice data
A series of Matlab scripts, functions, and some summary slides which highlight how to:
- Validate a series of Reinforcement Learning models
- Tune model parameters
- Conduct both automatic (using FMINCON) and manual log likelihood estimation
- Simulate human performance
- Find the best fitting model for human choice data
Powerpoint slides provide the theoretical background (some ideas adapted from Lewandowsky & Farell - Computational Modelling of Cognition) of computational modelling
Made for a workshop hosted at the University of Victoria in 2023.
