tensorlayer3/docs/modules/rein.rst

API - Reinforcement Learning
==============================

Reinforcement Learning.

.. automodule:: tensorlayer.rein

.. autosummary::

  discount_episode_rewards
  cross_entropy_reward_loss
  log_weight
  choice_action_by_probs


Reward functions
---------------------
.. autofunction:: discount_episode_rewards

Cost functions
---------------------

Weighted Cross Entropy
^^^^^^^^^^^^^^^^^^^^^^^^
.. autofunction:: cross_entropy_reward_loss

Log weight
^^^^^^^^^^^^^^
.. autofunction:: log_weight

Sampling functions
---------------------
.. autofunction:: choice_action_by_probs