Generate a "random" HMDP stored in a set of binary files.

Usage

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"
)

Arguments

prefix: A character string with the prefix added to the file(s).
levels: Maximum number of levels. Set childProcessPr = 1 if want exact this number of levels.
timeHorizon: The time horizon for each level (vector). For the founder the time-horizon can be Inf.
states: Number of states at each stage at a given level (vector of length levels)
actions: Min and max number of actions at a state.
childProcessPr: Probability of creating a child process when define action.
externalProcessPr: 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.
rewards: Min and max reward used.
durations: Min and max duration used.
rewardName: Weight name used for reward.
durationName: Weight name used for duration.

Value

The file prefix (character).