Reinforcement Learning with Hawkes-Structured Networks for Market Making

Fernando Acero, Philipp Plank, Yufei Zhang

Market making under realistic order-flow dynamics is challenging due to the clustered, self-exciting nature of order arrivals, which are naturally modeled by non-Markovian Hawkes p…