publications

2022

1. 

   SCALES: From Fairness Principles to Constrained Decision-Making

   Sreejith Balakrishnan, Jianxin Bi, and Harold Soh

   In Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society 2022

   Bib

   @inproceedings{balakrishnan2022scales,
     title = {SCALES: From Fairness Principles to Constrained Decision-Making},
     author = {Balakrishnan, Sreejith and Bi, Jianxin and Soh, Harold},
     booktitle = {Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society},
     pages = {46--55},
     year = {2022},
   }

2020

1. 

   Efficient exploration of reward functions in inverse reinforcement learning via bayesian optimization

   Sreejith Balakrishnan, Quoc Phong Nguyen, Bryan Kian Hsiang Low, and Harold Soh

   Advances in Neural Information Processing Systems 2020

   Bib

   @article{balakrishnan2020efficient,
     title = {Efficient exploration of reward functions in inverse reinforcement learning via bayesian optimization},
     author = {Balakrishnan, Sreejith and Nguyen, Quoc Phong and Low, Bryan Kian Hsiang and Soh, Harold},
     journal = {Advances in Neural Information Processing Systems},
     volume = {33},
     pages = {4187--4198},
     year = {2020},
   }