Continuous-time Risk-sensitive Reinforcement Learning via Quadratic Variation Penalty

Yanwei Jia

This paper studies continuous-time risk-sensitive reinforcement learning (RL) under the entropy-regularized, exploratory diffusion process formulation with the exponential-form obj…