.. _coba-learners:

coba.learners
=============

.. automodule:: coba.learners

Dummy Learners
~~~~~~~~~~~~~~
   .. autosummary::
      :toctree:

      RandomLearner
      FixedLearner

Bandit Learners
~~~~~~~~~~~~~~~
   .. autosummary::
      :toctree:

      BanditEpsilonLearner
      BanditUCBLearner

Contextual Bandit Learners
~~~~~~~~~~~~~~~~~~~~~~~~~~
   .. autosummary::
      :toctree:

      LinUCBLearner
      LinTSLearner
      VowpalEpsilonLearner
      VowpalSoftmaxLearner
      VowpalBagLearner
      VowpalCoverLearner
      VowpalRegcbLearner
      VowpalRndLearner
      VowpalSquarecbLearner
      VowpalOffPolicyLearner
      CorralLearner

General Learners
~~~~~~~~~~~~~~~~
   .. autosummary::
      :toctree:

      VowpalLearner