RL
================================================

.. automodule:: catalyst.rl
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Core
--------------------

.. automodule:: catalyst.rl.core.agent
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.. automodule:: catalyst.rl.core.algorithm
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.. automodule:: catalyst.rl.core.db
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.. automodule:: catalyst.rl.core.environment
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.. automodule:: catalyst.rl.core.exploration
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.. automodule:: catalyst.rl.core.policy_handler
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.. automodule:: catalyst.rl.core.sampler
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.. automodule:: catalyst.rl.core.trainer
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.. automodule:: catalyst.rl.core.trajectory_sampler
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Agent
--------------------

.. automodule:: catalyst.rl.agent.actor
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.. automodule:: catalyst.rl.agent.critic
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.. automodule:: catalyst.rl.agent.head
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.. automodule:: catalyst.rl.agent.network
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.. automodule:: catalyst.rl.agent.policy
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DB
--------------------

.. automodule:: catalyst.rl.db.mongo
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.. automodule:: catalyst.rl.db.redis
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Environments
--------------------

.. automodule:: catalyst.rl.environment.gym
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Exploration
--------------------

.. automodule:: catalyst.rl.exploration.boltzman
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.. automodule:: catalyst.rl.exploration.gauss
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.. automodule:: catalyst.rl.exploration.greedy
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.. automodule:: catalyst.rl.exploration.param_noise
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Off-policy
--------------------

.. automodule:: catalyst.rl.offpolicy.trainer
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Discrete
~~~~~~~~~~~~~~~~

.. automodule:: catalyst.rl.offpolicy.algorithms.critic
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.. automodule:: catalyst.rl.offpolicy.algorithms.dqn
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Continuous
~~~~~~~~~~~~~~~~

.. automodule:: catalyst.rl.offpolicy.algorithms.actor_critic
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.. automodule:: catalyst.rl.offpolicy.algorithms.ddpg
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.. automodule:: catalyst.rl.offpolicy.algorithms.sac
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.. automodule:: catalyst.rl.offpolicy.algorithms.td3
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On-policy
--------------------

.. automodule:: catalyst.rl.onpolicy.trainer
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.. automodule:: catalyst.rl.onpolicy.algorithms.actor
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.. automodule:: catalyst.rl.onpolicy.algorithms.actor_critic
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.. automodule:: catalyst.rl.onpolicy.algorithms.ppo
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.. automodule:: catalyst.rl.onpolicy.algorithms.reinforce
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