ray.rllib.core.rl_module.rl_module.RLModuleConfig#

class ray.rllib.core.rl_module.rl_module.RLModuleConfig(observation_space: gymnasium.Space = None, action_space: gymnasium.Space = None, model_config_dict: ~typing.Dict[str, ~typing.Any] = <factory>, catalog_class: ~typing.Type[Catalog] = None)[source]#

A utility config class to make it constructing RLModules easier.

Parameters:
  • observation_space – The observation space of the RLModule. This may differ from the observation space of the environment. For example, a discrete observation space of an environment, would usually correspond to a one-hot encoded observation space of the RLModule because of preprocessing.

  • action_space – The action space of the RLModule.

  • model_config_dict – The model config dict to use.

  • catalog_class – The Catalog class to use.

Methods

from_dict

Creates a config from a serialized representation.

get_catalog

Returns the catalog for this config.

to_dict

Returns a serialized representation of the config.

Attributes

action_space

catalog_class

observation_space

model_config_dict