Learning-Based Pricing and Matching for Two-Sided Queues

arXiv:2403.11093v1 Announce Type: cross
Abstract: We consider a dynamic system with multiple types of customers and servers. Each type of waiting customer or server joins a separate queue, forming a bipartite graph with customer-side queues and server-side queues. The platform can match the servers and customers if their types are compatible. The matched pairs then leave the system. The platform will charge a customer a price according to their type when they arrive and will pay a server a price …

abstract arxiv cs.lg customer customers dynamic graph joins match math.oc math.pr multiple platform pricing queues server servers type types waiting