ding.agent
----------


a2c
========
Please refer to ``ding/bonus/a2c.py`` for more details.


A2CAgent
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: ding.bonus.a2c.A2CAgent
    :members: __init__, train, deploy, collect_data, batch_evaluate, best


c51
========
Please refer to ``ding/bonus/c51.py`` for more details.


C51Agent
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: ding.bonus.c51.C51Agent
    :members: __init__, train, deploy, collect_data, batch_evaluate, best


ddpg
========
Please refer to ``ding/bonus/ddpg.py`` for more details.


DDPGAgent
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: ding.bonus.ddpg.DDPGAgent
    :members: __init__, train, deploy, collect_data, batch_evaluate, best


dqn
========
Please refer to ``ding/bonus/dqn.py`` for more details.


DQNAgent
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: ding.bonus.dqn.DQNAgent
    :members: __init__, train, deploy, collect_data, batch_evaluate, best


pg
========
Please refer to ``ding/bonus/pg.py`` for more details.


PGAgent
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: ding.bonus.pg.PGAgent
    :members: __init__, train, deploy, collect_data, batch_evaluate, best


ppo_offpolicy
===============
Please refer to ``ding/bonus/ppo_offpolicy.py`` for more details.


PPOOffPolicyAgent
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: ding.bonus.ppo_offpolicy.PPOOffPolicyAgent
    :members: __init__, train, deploy, collect_data, batch_evaluate, best


ppof
========
Please refer to ``ding/bonus/ppof.py`` for more details.


PPOF
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: ding.bonus.ppof.PPOF
    :members: __init__, train, deploy, collect_data, batch_evaluate, best


sac
========
Please refer to ``ding/bonus/sac.py`` for more details.


SACAgent
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: ding.bonus.sac.SACAgent
    :members: __init__, train, deploy, collect_data, batch_evaluate, best


sql
========
Please refer to ``ding/bonus/sql.py`` for more details.


SQLAgent
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: ding.bonus.sql.SQLAgent
    :members: __init__, train, deploy, collect_data, batch_evaluate, best


td3
========
Please refer to ``ding/bonus/td3.py`` for more details.


TD3Agent
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: ding.bonus.td3.TD3Agent
    :members: __init__, train, deploy, collect_data, batch_evaluate, best