reward_function_factory
=======================

.. py:module:: reward_function_factory


Functions
---------

.. autoapisummary::

   reward_function_factory.reward_factory_method


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

.. py:function:: reward_factory_method(cfg, initial_state)

   Factory method to create a reward function instance based on the configuration.

   Recommended for training with FastTrainingEnv:
   - fast_profit_reward: Ultra-fast, minimal computation
   - simple_momentum_reward: Fast with percentage-based rewards

   Recommended for evaluation with StatefulTradingEnv:
   - basic_profit_max: Standard profit maximization
   - sharpe_ratio: Risk-adjusted returns
   - sortino_ratio: Downside risk focus
   - calmar_ratio: Max drawdown focus