Continuous-Time Reinforcement Learning for Controlled Hawkes Jump-Diffusions

Tomasz R. Bielecki, Thibaut Mastrolia, Haoze Yan

We study stochastic control of multivariate Hawkes-driven stochastic differential equations with machine learning algorithms in a non-Markovian setting. Due to the path dependence…