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tensorlayer3/docs/modules/rein.rst

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  1. API - Reinforcement Learning

  2. ==============================

  3. 

  4. Reinforcement Learning.

  5. 

  6. .. automodule:: tensorlayer.rein

  7. 

  8. .. autosummary::

  9. 

  10.   discount_episode_rewards

  11.   cross_entropy_reward_loss

  12.   log_weight

  13.   choice_action_by_probs

  14. 

  15. 

  16. Reward functions

  17. ---------------------

  18. .. autofunction:: discount_episode_rewards

  19. 

  20. Cost functions

  21. ---------------------

  22. 

  23. Weighted Cross Entropy

  24. ^^^^^^^^^^^^^^^^^^^^^^^^

  25. .. autofunction:: cross_entropy_reward_loss

  26. 

  27. Log weight

  28. ^^^^^^^^^^^^^^

  29. .. autofunction:: log_weight

  30. 

  31. Sampling functions

  32. ---------------------

  33. .. autofunction:: choice_action_by_probs