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Mighty component

mighty.mighty_meta.mighty_component #

Template for meta-learning components.

MightyMetaComponent #

MightyMetaComponent()

Component for registering meta-control methods.

:return:

Source code in mighty/mighty_meta/mighty_component.py 
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def __init__(self) -> None:
    """Meta module init.

    :return:
    """
    self.pre_step_methods = []
    self.post_step_methods = []
    self.pre_update_methods = []
    self.post_update_methods = []
    self.pre_episode_methods = []
    self.post_episode_methods = []

post_episode #

post_episode(metrics)

Execute methods at the end of an episode.

:param metrics: Current metrics dict :return:

Source code in mighty/mighty_meta/mighty_component.py 
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def post_episode(self, metrics):
    """Execute methods at the end of an episode.

    :param metrics: Current metrics dict
    :return:
    """
    for m in self.post_episode_methods:
        m(metrics)

post_step #

post_step(metrics)

Execute methods after a step.

:param metrics: Current metrics dict :return:

Source code in mighty/mighty_meta/mighty_component.py 
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def post_step(self, metrics):
    """Execute methods after a step.

    :param metrics: Current metrics dict
    :return:
    """
    for m in self.post_step_methods:
        m(metrics)

post_update #

post_update(metrics)

Execute methods after the update.

:param metrics: Current metrics dict :return:

Source code in mighty/mighty_meta/mighty_component.py 
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def post_update(self, metrics):
    """Execute methods after the update.

    :param metrics: Current metrics dict
    :return:
    """
    for m in self.post_update_methods:
        m(metrics)

pre_episode #

pre_episode(metrics)

Execute methods before an episode.

:param metrics: Current metrics dict :return:

Source code in mighty/mighty_meta/mighty_component.py 
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def pre_episode(self, metrics):
    """Execute methods before an episode.

    :param metrics: Current metrics dict
    :return:
    """
    for m in self.pre_episode_methods:
        m(metrics)

pre_step #

pre_step(metrics)

Execute methods before a step.

:param metrics: Current metrics dict :return:

Source code in mighty/mighty_meta/mighty_component.py 
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def pre_step(self, metrics):
    """Execute methods before a step.

    :param metrics: Current metrics dict
    :return:
    """
    for m in self.pre_step_methods:
        m(metrics)

pre_update #

pre_update(metrics)

Execute methods before the update.

:param metrics: Current metrics dict :return:

Source code in mighty/mighty_meta/mighty_component.py 
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def pre_update(self, metrics):
    """Execute methods before the update.

    :param metrics: Current metrics dict
    :return:
    """
    for m in self.pre_update_methods:
        m(metrics)