processSimData: Process Simulated Data

In jdtrat/dynaq: Tools to Simulate DynaQ Reinforcement Learning Algorithms

Description

This function takes in the output of generateData if x is greater than 0 and returns a sorted version that has real and simulated experiences in the appropriate order, either with or without the Qtable.

Usage

processSimData(data, x, removeTable)

Arguments

data	The output of generateData if it's not pure model-free.
x	The number of simulations per real trial.
removeTable	Logical: TRUE if the Qtable should be removed. FALSE if it should not be removed.

Value

A dataframe of real and simulated data in the appropriate order.

If removeTable = TRUE, the output of this does not contain the Q table and can be passed into functions such as stayProbabilityPlot.

If removeTable = FALSE, the output of this contains the Q table and can be passed into functions such as getPlots.

jdtrat/dynaq documentation built on July 24, 2020, 7:18 a.m.