Improving Robustness via Risk Averse Distributional Reinforcement Learning

Rahul Singh, Qinsheng Zhang, Yongxin Chen. Improving Robustness via Risk Averse Distributional Reinforcement Learning. In Alexandre M. Bayen, Ali Jadbabaie, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger, editors, Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, L4DC 2020, Online Event, Berkeley, CA, USA, 11-12 June 2020. Volume 120 of Proceedings of Machine Learning Research, pages 958-968, PMLR, 2020. [doi]

Abstract

Abstract is missing.