Efficient decentralized multi-agent learning in asymmetric queuing systems

Daniel Freund, Thodoris Lykouris, Wentao Weng

Abstract: We study decentralized multi-agent learning in bipartite queuing systems, a standard model for service systems. In particular, N agents request service from K servers in a fully decentralized way, ...