Policies
========

Base Interfaces
---------------

.. automodule:: pymab.policies.policy
   :members:
   :undoc-members:
   :show-inheritance:

Classic Policies
----------------

.. automodule:: pymab.policies.greedy
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: pymab.policies.random
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: pymab.policies.epsilon_greedy
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: pymab.policies.adversarial
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: pymab.policies.pure_exploration
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: pymab.policies.softmax_selection
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: pymab.policies.gradient
   :members:
   :undoc-members:
   :show-inheritance:

UCB and Bayesian Policies
-------------------------

.. automodule:: pymab.policies.ucb
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: pymab.policies.thompson_sampling
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: pymab.policies.bayesian_ucb
   :members:
   :undoc-members:
   :show-inheritance:

Non-stationary Policies
-----------------------

.. automodule:: pymab.policies.nonstationary
   :members:
   :undoc-members:
   :show-inheritance:

.. automodule:: pymab.policies.change_detection
   :members:
   :undoc-members:
   :show-inheritance:

Contextual Policies
-------------------

.. automodule:: pymab.policies.contextual_bandits
   :members:
   :undoc-members:
   :show-inheritance: