Linear MDPs

New research precisely characterizes reward poisoning vulnerabilities in reinforcement learning

This paper provides a precise characterization of when reinforcement learning agents are vulnerable to reward poisoning attacks. The research focuses on linear Markov Decision Processes (MDPs) and establishes necessary …