agents
======

.. py:module:: agents


Attributes
----------

.. autoapisummary::

   agents.AGENT_REGISTRY


Classes
-------

.. autoapisummary::

   agents.Agent


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

.. py:data:: AGENT_REGISTRY
   :type:  dict[str, Any]

.. py:class:: Agent(config, env, data_config = None, load = False)

   Base class for all agents in the Rambling Realms trading system.
   This class provides a common interface and basic functionality for all agents.


   .. py:attribute:: config
      :type:  trading.cli.alg.config.AgentConfig


   .. py:attribute:: meta_data
      :type:  dict


   .. py:attribute:: env
      :type:  gymnasium.Env


   .. py:method:: make_agent(config, env)
      :classmethod:


      Creates an agent based on the provided configuration and environment.



   .. py:method:: load_agent(config, env)
      :classmethod:


      Loads an agent and its meta_data from a saved zip file without extracting to disk.
      :returns: model, meta_data



   .. py:method:: learn(timesteps = None)


   .. py:method:: predict(obs)


   .. py:method:: save(path = None)