q_derived.q_table_derived_epsilon_greedy_policy
===============================================

.. py:module:: q_derived.q_table_derived_epsilon_greedy_policy


Classes
-------

.. autoapisummary::

   q_derived.q_table_derived_epsilon_greedy_policy.QTableDerivedEpsilonGreedyPolicy


Module Contents
---------------

.. py:class:: QTableDerivedEpsilonGreedyPolicy(q_table: Dict, num_actions: int, action_space: Optional[gymnasium.Space] = None, epsilon: float = 0.1, allow_decay: bool = True, epsilon_min: float = 0.001, decay_rate: float = 0.01)

   Bases: :py:obj:`gridmind.policies.soft.q_derived.base_q_derived_soft_policy.BaseQDerivedSoftPolicy`


   Helper class that provides a standard way to create an ABC using
   inheritance.


   .. py:attribute:: action_space
      :value: None



   .. py:attribute:: allow_decay
      :value: True



   .. py:attribute:: epsilon_min
      :value: 0.001



   .. py:attribute:: decay_rate
      :value: 0.01



   .. py:method:: update(state, action)


   .. py:method:: update_q(state, action, value: float)


   .. py:method:: _get_greedy_action(state, action_mask=None)


   .. py:method:: set_epsilon(value: float)


   .. py:method:: decay_epsilon()