Reinforcement Learning for Jump-Diffusions, with Financial Applications

Xuefeng Gao, Lingfei Li, Xun Yu Zhou

We study continuous-time reinforcement learning (RL) for stochastic control in which system dynamics are governed by jump-diffusion processes. We formulate an entropy-regularized e…