Before revision: We study regret minimization problems in a two-sided matching market where uniformly valued demand side agents (a.k.a. agents) continuously compete for getting matched with supply side agents (a.k.a. arms)with unknown and heterogeneous valuations.
After revision: We study regret minimization problems in a two-sided matching market , with demand side agents (a.k.a. agents) continuously compete for getting matched with supply side agents (a.k.a. arms)with unknown and heterogeneous valuations.