Finite-Time Analysis of Discounted Exponential-Utility Reinforcement Learning

Ankur Naskar, Vivek T A, Aditya Kumar +2

Discounted exponential utility provides a principled criterion for risk-sensitive sequential decision-making, but its nonlinear structure complicates reinforcement learning. A rece…