getQGraphicValues: Get Q Values for Plotting
In jdtrat/dynaq: Tools to Simulate DynaQ Reinforcement Learning Algorithms
Description
Usage
Arguments
Value
Description
This function gets the Q values so we can plot them over time. It filters the
relevant Q values for the image supplied, transmutes it so there's only the
name column and the second state Q value. It then groups by name and adds a
row (trial) number, pivoting the data wider so there is one column for each
of Q values (one for each possible image path). It then calculates the mean
of those two Q values and puts that in a column with the same name as the
image input. For instance, the Q value of AR is the mean of the Q values for
RAR and LAR.
Usage
1
getQGraphicValues(Qtable, image)
Arguments
Qtable
The Qtable from a simulation (i.e. the output of
generateData)
image
The image ID to be selected (either "AR", "AL", "BR", or "BL").
Value
A dataframe with 201 rows and 4 columns that have the row number
(trial number), Q values for both of the paths leading to an image and the
average of those Q values.
jdtrat/dynaq documentation built on July 24, 2020, 7:18 a.m.
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Description Usage Arguments Value
Description
This function gets the Q values so we can plot them over time. It filters the relevant Q values for the image supplied, transmutes it so there's only the name column and the second state Q value. It then groups by name and adds a row (trial) number, pivoting the data wider so there is one column for each of Q values (one for each possible image path). It then calculates the mean of those two Q values and puts that in a column with the same name as the image input. For instance, the Q value of AR is the mean of the Q values for RAR and LAR.
Usage
1 | getQGraphicValues(Qtable, image)
|
Arguments
Qtable |
The Qtable from a simulation (i.e. the output of
|
image |
The image ID to be selected (either "AR", "AL", "BR", or "BL"). |
Value
A dataframe with 201 rows and 4 columns that have the row number (trial number), Q values for both of the paths leading to an image and the average of those Q values.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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