.. include:: /_includes/rllib/we_are_hiring.rst

.. _multi-agent-env-reference-docs:

MultiAgentEnv API

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

rllib.env.multi_agent_env.MultiAgentEnv

.. autoclass:: ray.rllib.env.multi_agent_env.MultiAgentEnv

.. automethod:: __init__
.. automethod:: reset
.. automethod:: step
.. automethod:: get_observation_space
.. automethod:: get_action_space
.. automethod:: with_agent_groups
.. automethod:: render

Convert gymnasium.Env into MultiAgentEnv

.. automodule:: ray.rllib.env.multi_agent_env :members: make_multi_agent