Differentially Private Exploration in Reinforcement Learning with Linear Representation

Paul Luyo, Evrard Garcelon, Alessandro Lazaric +1

This paper studies privacy-preserving exploration in Markov Decision Processes (MDPs) with linear representation. We first consider the setting of linear-mixture MDPs (Ayoub et al.…