Multinomial Subset Routing with Sum-Max Rewards and Operational Constraints

Quan Zhou, Yiyan Huang

We study online routing to subsets of experts under aggregate bandit feedback and long-run operational constraints. Expert contributions can be complementary: for each task dimensi…