Deep Learning of Robust Market Making under Regime-Switching Order Flow

Felipe Moret, Fabrizio Lillo

Classical market-making strategies based on stochastic control, such as the Avellaneda-Stoikov and the Guéant-Lehalle-Fernandez-Tapia (GLFT) extension, provide closed-form quoting…