For each node selection policy, independent search simulations, comprising 10,000 cycles, were performed to statistically evaluate the algorithmic performance. and 813, respectively. TS, PI, and EI, also exhibit robust performances in this analysis. The exploration-exploitation balanced policies show robust performance, which contrasts with the system-dependent behaviors of the baseline policies. Notably, as shown in the Supporting Information (Figure ), UCB policies for which C= √ 0.5 log t, inspired by the stationary bandit setting, and C=2 show performances comparable to that of TS.