author keywords: online learning in queues; service systems; capacity planning; staffing; pricing in service systems

TL;DR: GOLiQ prescribes an efficient procedure to obtain improved decisions in successive cycles using newly collected queueing data, and is advantageous when focusing on performance optimization in the long run because its data-driven nature enables it to constantly produce improved solutions which will eventually reach optimality. (via Semantic Scholar)