Bounded Robustness in Reinforcement Learning via Lexicographic Objectives

Daniel Jarne Ornia, Licio Romao, Lewis Hammond +2

Policy robustness in Reinforcement Learning may not be desirable at any cost: the alterations caused by robustness requirements from otherwise optimal policies should be explainabl…