def METHOD_NAME(self):
    config = super().METHOD_NAME()
    config.update(
        {
            "learning_rate": self._serialize_hyperparameter(
                "learning_rate"
            ),
            "decay": self._initial_decay,
            "rho": self._serialize_hyperparameter("rho"),
            "epsilon": self.epsilon,
        }
    )
    return config