A Proof

In Section 4.2, we have shown the effectiveness of In Section 3.4, we have analyzed that I2Q can easily solve the task with multiple optimal joint policies. Here, we give another way to solve this problem. D3G cannot obtain a winning rate in SMAC, as shown in Table 1. Although QSS value is a biased estimation in this implementation, the implementation without forward model is practical. The results are shown in Figure 16.