@article{continuoustimereinforcementlearningforco, title = {Continuous-Time Reinforcement Learning for Controlled Hawkes Jump-Diffusions}, author = {Tomasz R. Bielecki and Thibaut Mastrolia and Haoze Yan}, year = {2026}, eprint = {2608.19151}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.19151}, }