Search Results for author: Jianxin Bi

Found 2 papers, 1 papers with code

Safety-Constrained Policy Transfer with Successor Features

no code implementations10 Nov 2022 Zeyu Feng, BoWen Zhang, Jianxin Bi, Harold Soh

In this work, we focus on the problem of safe policy transfer in reinforcement learning: we seek to leverage existing policies when learning a new task with specified constraints.

SCALES: From Fairness Principles to Constrained Decision-Making

1 code implementation22 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).

Decision Making Fairness

Cannot find the paper you are looking for? You can Submit a new open access paper.