mlpy.mdp.MDPModelFactory¶
-
class
mlpy.mdp.
MDPModelFactory
[source]¶ Bases:
object
The Markov decision process (MDP) model factory.
An instance of an MDP model can be created by passing the MDP model type.
Examples
>>> from mlpy.mdp import MDPModelFactory >>> MDPModelFactory.create('discretemodel')
This creates a
DiscreteModel
instance with default settings.>>> MDPModelFactory.create('decisiontreemodel', explorer_type='leastvisitedbonusexplorer', ... explorer_params={'rmax': 1.0})
This creates a
DecisionTreeModel
instance usingLeastVisitedBonusExplorer
with rmax set to 1.0.Methods
create
(_type, *args, **kwargs)Create an MDP model of the given type.