mpcrl.LstdQLearningAgent
========================

.. currentmodule:: mpcrl

.. autoclass:: LstdQLearningAgent
   :members:
   :show-inheritance:
   :undoc-members:
   :inherited-members:

   
   
   .. rubric:: Methods

   .. autosummary::
      :template: function.rst
   
      ~LstdQLearningAgent.action_value
      ~LstdQLearningAgent.evaluate
      ~LstdQLearningAgent.is_wrapped
      ~LstdQLearningAgent.on_env_step
      ~LstdQLearningAgent.on_episode_end
      ~LstdQLearningAgent.on_episode_start
      ~LstdQLearningAgent.on_mpc_failure
      ~LstdQLearningAgent.on_timestep_end
      ~LstdQLearningAgent.on_training_end
      ~LstdQLearningAgent.on_training_start
      ~LstdQLearningAgent.on_update
      ~LstdQLearningAgent.on_update_failure
      ~LstdQLearningAgent.on_validation_end
      ~LstdQLearningAgent.on_validation_start
      ~LstdQLearningAgent.reset
      ~LstdQLearningAgent.state_value
      ~LstdQLearningAgent.store_experience
      ~LstdQLearningAgent.train
      ~LstdQLearningAgent.train_offpolicy
      ~LstdQLearningAgent.train_one_episode
      ~LstdQLearningAgent.train_one_rollout
      ~LstdQLearningAgent.update
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~LstdQLearningAgent.Q
      ~LstdQLearningAgent.V
      ~LstdQLearningAgent.cost_perturbation_method
      ~LstdQLearningAgent.cost_perturbation_parameter
      ~LstdQLearningAgent.experience
      ~LstdQLearningAgent.exploration
      ~LstdQLearningAgent.fixed_parameters
      ~LstdQLearningAgent.init_action_constraint
      ~LstdQLearningAgent.init_action_parameter
      ~LstdQLearningAgent.learnable_parameters
      ~LstdQLearningAgent.unwrapped
      ~LstdQLearningAgent.update_strategy
      ~LstdQLearningAgent.warmstart
   
   

.. minigallery:: mpcrl.LstdQLearningAgent
    :add-heading: