scope_rl.utils.MultipleLoggedDataset#

class scope_rl.utils.MultipleLoggedDataset(action_type, path, save_relative_path=False)[source]#

This class contains paths to multiple logged datasets and returns logged_dataset.

Parameters:

  • action_type ({"discrete", "continuous"}) – Type of the action space.

  • path (str) – Path to the directory. Either absolute or relative path is acceptable.

  • save_relative_path (bool, default=False.) –

    Whether to save a relative path. If True, a path relative to the scope-rl directory will be saved. If False, the absolute path will be saved.

    Note that this option was added in order to run examples in the documentation properly. Otherwise, the default setting (False) is recommended.

Attributes:
behavior_policy_names
n_datasets

Methods

add(logged_dataset, behavior_policy_name)

Save logged dataset.

get(behavior_policy_name, dataset_id)

Load logged dataset.
add(logged_dataset, behavior_policy_name)[source]#

Save logged dataset.

Parameters:

  • logged_dataset (LoggedDataset.) – Logged dataset to save.

  • behavior_policy_name (str) – Name of the behavior policy that generated the logged dataset.

get(behavior_policy_name, dataset_id)[source]#

Load logged dataset.

Parameters:

  • behavior_policy_name (str) – Name of the behavior policy that generated the logged dataset.

  • dataset_id (int) – Id of the logged dataset.

Returns:

logged_dataset – Logged dataset.

Return type:

LoggedDataset.

Methods