SCALES: From Fairness Principles to Constrained Decision-Making

Sreejith Balakrishnan, Jianxin Bi, Harold Soh

This paper proposes SCALES, a general framework that translates well-established fairness principles into a common representation based on the Constraint Markov Decision Process (C…