The agent organizes search into multiple lineages (also called islands) and allocates budgets among them using a customized multi-armed bandit algorithm.

“It organized the search process with a few lineage,”

“or you can call them islands,”

“and it will allocate budgets between those lineage with multi-arm bandit algorithms. And it also did a bit of customization on that multi-arm bandit algorithm.”