mlpy.mdp.discrete.ExplorerFactory.create¶
-
static
ExplorerFactory.
create
(_type, *args, **kwargs)[source]¶ Create an MDP model of the given type.
Parameters: _type : str
The model explorer type. Valid model types:
- leastvisitedbonusexplorer:
In least-visited-bonus exploration mode, the states that have been visited the least are given a bonus of RMax. A
LeastVisitedBonusExplorer
instance is create.- unknownbonusexplorer:
In unknown-bonus exploration mode states for which the decision tree was unable to predict a reward are considered unknown and are given a bonus of RMax. A
UnknownBonusExplorer
instance is create.
args : tuple, optional
Positional arguments to pass to the class of the given type for initialization.
kwargs : dict, optional
Non-positional arguments to pass to the class of the given type for initialization.
Returns: RMaxExplorer :
An explorer instance of the given type.