mlpy.learners.ILearner¶
-
class
mlpy.learners.
ILearner
(filename=None)[source]¶ Bases:
mlpy.modules.UniqueModule
The learner interface.
Both online and offline learner inherit from this interface.
Parameters: filename : str, optional
The name of the file to save the learner state to after each iteration. If None is given, the learner state is not saved. Default is None.
Attributes
mid
The module’s unique identifier. type
The type of the learner (i.e., online and offline). Methods
choose_action
(state)Choose the next action execute
(experience)Execute learning specific updates. learn
()Learn a policy from the experience. load
(filename)Load the state of the module from file. reset
(t, **kwargs)Reset reinforcement learner. save
(filename)Save the current state of the module to file.