Probability Reinforcement Learning

A classical reinforcement learning test.

Usage

reinf(data, .by = NULL, .input = NULL, .extra = NULL)

Arguments

data

Raw data of class data.frame.

.by

The column name(s) in data used to be grouped by. If set to NULL (default), all data will be treated as from one subject and there will be no grouping columns in the value returned.

.input, .extra

Each is a list() containing all the input variable names and special values for certain variables. See more in the details section.

Value

An object with the same class as data contains following values:

pc_learn

The total percent of correct in the learn phase.

pc_test

The total percent of correct in the test phase.

pc_approach

The percent of correct for approach trials.

pc_avoid

The percent of correct for avoid trials.