basicVisualization: Get Basic Visualizations for Simulations
In jdtrat/dynaq: Tools to Simulate DynaQ Reinforcement Learning Algorithms

Get Basic Visualizations for Simulations

1	basicVisualization(data)

data

Simulation data – the output of generateData.

A series of plots that can be indexed into via the $ operator. Specifically, the following plots can be accessed:

$Prop1Plot: A bar plot with the proportions of actions (right or left) in State FC.
$Prop2Plot: A bar plot with the proportions of actions (right or left) in States A and B (faceted appropriately).
$State1ActPlot: A line plot of actions (right or left) in State FC over time.
$State2ActPlot: A line plot of actions (right or left) in States A and B (faceted appropriately) over time.
$ImagePropQPlot: A line plot showing the probability of receiving a reward and the average Q value associated with each image over time.
$Qtable: A data frame containing the final Q table for this simulation.
$QRorL: A data frame that has the Q values associated with going right or left from the first state.