def METHOD_NAME(self, optimizer_args: Dict[str, Any]):
    """Fakes `init_optimizer` method, used to initialize an optimizer (either framework
    specific like pytorch optimizer, or non-framework specific like declearn)
    Args:
        optimizer_args: optimizer parameters as a dictionary
    """