User Guides

.. include:: /_includes/rllib/new_api_stack.rst

.. toctree:: :hidden:

rllib-advanced-api
rllib-callback
checkpoints
metrics-logger
single-agent-episode
connector-v2
rllib-replay-buffers
rllib-offline
rl-modules
rllib-learner
rllib-fault-tolerance
rllib-dev
scaling-guide

.. _rllib-feature-guide:

RLlib Feature Guides

.. grid:: 1 2 3 4 :gutter: 1 :class-container: container pb-3

.. grid-item-card::
    :img-top: /rllib/images/rllib-logo.svg
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    .. button-ref:: rllib-advanced-api-doc

        Advanced features of the RLlib python API

.. grid-item-card::
    :img-top: /rllib/images/rllib-logo.svg
    :class-img-top: pt-2 w-75 d-block mx-auto fixed-height-img

    .. button-ref:: rllib-callback

        Injecting custom code into RLlib through callbacks

.. grid-item-card::
    :img-top: /rllib/images/rllib-logo.svg
    :class-img-top: pt-2 w-75 d-block mx-auto fixed-height-img

    .. button-ref:: metrics-logger

        Logging metrics and statistics from custom code

.. grid-item-card::
    :img-top: /rllib/images/rllib-logo.svg
    :class-img-top: pt-2 w-75 d-block mx-auto fixed-height-img

    .. button-ref:: checkpoints

        Checkpointing your experiments and models

.. grid-item-card::
    :img-top: /rllib/images/rllib-logo.svg
    :class-img-top: pt-2 w-75 d-block mx-auto fixed-height-img

    .. button-ref:: single-agent-episode

        How to process trajectories through episodes

.. grid-item-card::
    :img-top: /rllib/images/rllib-logo.svg
    :class-img-top: pt-2 w-75 d-block mx-auto fixed-height-img

    .. button-ref:: connector-v2

        How To Use Connectors and Connector pipelines?

.. grid-item-card::
    :img-top: /rllib/images/rllib-logo.svg
    :class-img-top: pt-2 w-75 d-block mx-auto fixed-height-img

    .. button-ref:: rllib-offline

        Offline RL with offline datasets

.. grid-item-card::
    :img-top: /rllib/images/rllib-logo.svg
    :class-img-top: pt-2 w-75 d-block mx-auto fixed-height-img

    .. button-ref:: rllib-replay-buffers

        Working with replay buffers

.. grid-item-card::
    :img-top: /rllib/images/rllib-logo.svg
    :class-img-top: pt-2 w-75 d-block mx-auto fixed-height-img

    .. button-ref:: rllib-dev

        Contribute to RLlib

.. grid-item-card::
    :img-top: /rllib/images/rllib-logo.svg
    :class-img-top: pt-2 w-75 d-block mx-auto fixed-height-img

    .. button-ref:: scaling-guide

        How to run RLlib experiments at scale