MDP-package |
Markov Decision Processes (MDPs) in R |
actionCostMat |
Info matrices or data frames of the state and action space. |
actionIdxDf |
Info matrices or data frames of the state and action space. |
actionIdxMat |
Info matrices or data frames of the state and action space. |
binaryMDPWriter |
Function for writing an HMDP model to binary files. |
calcRPO |
Calculate the rentention payoff (RPO) for some states. |
calcWeights |
Calculate weights based on current policy. |
convertBinary2HMP |
Convert a HMDP model stored in binary format to a hmp (xml) file. |
convertHMP2Binary |
Convert a HMDP model stored in a hmp (xml) file to binary file format. |
fixAction |
Fix the action of a state. |
getPolicy |
Get parts of the optimal policy. |
getPolicyW |
Get parts of the optimal policy weights. |
hmpMDPWriter |
Function for writing an HMDP model to a hmp file (XML). |
loadMDP |
Create the HMDP defined in the binary files. |
MDP |
Markov Decision Processes (MDPs) in R |
policyIteAve |
Perform policy iteration (average criterion) on the MDP. |
policyIteDiscount |
Perform policy iteration (discount criterion) on the MDP. |
removeAction |
Remove the action of a state from the HMDP. |
resetActions |
Reset the actions of a state. |
setActionWeight |
Set the weight of an action. |
setPolicy |
Set the current policy. |
setPolicyAction |
Set the action of a state to be in the current policy. |
setStateWeight |
Set the weight of a state. |
stateIdxDf |
Info matrices or data frames of the state and action space. |
stateIdxMat |
Info matrices or data frames of the state and action space. |
transProbMat |
Info matrices or data frames of the state and action space. |
valueIte |
Perform value iteration on the MDP. |
weightNames |
Names of weights used in actions. |