Generate a "random" HMDP stored in a set of binary files.
randomHMDP(
prefix = "",
levels = 3,
timeHorizon = c(Inf, 3, 4),
states = c(2, 4, 5),
actions = c(1, 2),
childProcessPr = 0.5,
externalProcessPr = 0,
rewards = c(0, 100),
durations = c(1, 10),
rewardName = "Reward",
durationName = "Duration"
)The file prefix (character).
A character string with the prefix added to the file(s).
Maximum number of levels. Set childProcessPr = 1 if want exact this number of levels.
The time horizon for each level (vector). For the founder the time-horizon can be Inf.
Number of states at each stage at a given level (vector of length levels)
Min and max number of actions at a state.
Probability of creating a child process when define action.
Probability of creating an external process given that we create a child process. Only works if levels>2 and and currently does not generate external processes which include external processes.
Min and max reward used.
Min and max duration used.
Weight name used for reward.
Weight name used for duration.