Our empirical results have shown that this approach outperforms a previous graph-based approach with an absolute gain of 9%.
while these graph-based approaches perform effectively when the agent has perfect knowledge or perception of the environment (e.g., 84%), they perform rather poorly when the agent has imperfect perception of the environment (e.g., 45%).