seldonian.RL.Agents.Policies.Softmax.DiscreteSoftmax
====================================================

.. currentmodule:: seldonian.RL.Agents.Policies.Softmax

.. autoclass:: DiscreteSoftmax
   :members:       
   :private-members:                                                 
   :show-inheritance:                           
   :inherited-members: 

   
   .. automethod:: __init__
   .. automethod:: __repr__

   
   .. rubric:: Methods

   .. autosummary::
   .. 
   ..    ~DiscreteSoftmax.__init__
   ..
   ..    ~DiscreteSoftmax.choose_action
   ..
   ..    ~DiscreteSoftmax.choose_action_from_action_values
   ..
   ..    ~DiscreteSoftmax.construct_basis_and_linear_FA
   ..
   ..    ~DiscreteSoftmax.from_0_indexed_action_to_environment_action
   ..
   ..    ~DiscreteSoftmax.from_environment_action_to_0_indexed_action
   ..
   ..    ~DiscreteSoftmax.get_action_probs_from_action_values
   ..
   ..    ~DiscreteSoftmax.get_action_values_given_state
   ..
   ..    ~DiscreteSoftmax.get_e_to_the_something_terms
   ..
   ..    ~DiscreteSoftmax.get_params
   ..
   ..    ~DiscreteSoftmax.get_prob_this_action
   ..
   ..    ~DiscreteSoftmax.get_probs_from_observations_and_actions
   ..
   ..    ~DiscreteSoftmax.make_state_action_FA
   ..
   ..    ~DiscreteSoftmax.set_new_params
   ..