__init__#

MultiRLModule.__init__(config: Any = -1, *, observation_space: gymnasium.Space | None = None, action_space: gymnasium.Space | None = None, inference_only: bool | None = None, learner_only: bool | None = None, model_config: dict | None = None, rl_module_specs: Dict[str, RLModuleSpec] | None = None, **kwargs) → None[source]#

Initializes a MultiRLModule instance.

Parameters:

  • config (Any) – Deprecated. Use the individual keyword arguments instead. Passing a MultiRLModuleConfig here raises an error.

  • observation_space (gymnasium.Space | None) – The MultiRLModule’s observation space.

  • action_space (gymnasium.Space | None) – The MultiRLModule’s action space.

  • inference_only (bool | None) – The MultiRLModule’s inference_only setting. If True, force sets all inference_only flags inside rl_module_specs also to True. If None, infers the value for inference_only by setting it to True, iff all inference_only flags inside rl_module_specs, otherwise to False.

  • learner_only (bool | None) – The MultiRLModule’s learner_only setting. Currently ignored by MultiRLModule and only respected by the individual submodules.

  • model_config (dict | None) – The MultiRLModule’s model_config dict.

  • rl_module_specs (Dict[str, RLModuleSpec] | None) – A dict mapping ModuleIDs to RLModuleSpec instances used to create the submodules.

  • **kwargs – Forwarded to the RLModule base class constructor.