1 code implementation • 22 Sep 2022 • 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 (CMDP).
no code implementations • NeurIPS 2020 • Sreejith Balakrishnan, Quoc Phong Nguyen, Bryan Kian Hsiang Low, Harold Soh
The problem of inverse reinforcement learning (IRL) is relevant to a variety of tasks including value alignment and robot learning from demonstration.