Reinforcement Learning Tools for Two-Alternative Forced Choice
Tasks
Description
Tools for building Rescorla-Wagner Models for Two-Alternative
Forced Choice tasks, commonly employed in psychological research.
Most concepts and ideas within this R package are referenced from
Sutton and Barto (2018) .
The package allows for the intuitive definition of RL models using simple
if-else statements and three basic models built into this R package are
referenced from
Niv et al. (2012).
Our approach to constructing and evaluating these computational models
is informed by the guidelines proposed in
Wilson & Collins (2019) .
Example datasets included with the package are sourced from the work of
Mason et al. (2024) .