mlpy.mdp.discrete.RMaxExplorer¶
-
class
mlpy.mdp.discrete.
RMaxExplorer
(rmax)[source]¶ Bases:
mlpy.modules.UniqueModule
RMax based exploration base class.
Parameters: rmax : float
The maximum achievable reward.
Attributes
mid
The module’s unique identifier. Methods
activate
(*args, **kwargs)Turn on exploration mode. deactivate
()Turn off exploration mode. load
(filename)Load the state of the module from file. save
(filename)Save the current state of the module to file. update
(model)Update the reward model according to a RMax based exploration policy.