Distributional Reinforcement Learning

• Sample based Distributional Policy Gradient

• Risk Averse Distributional Reinforcement Learning

List of Publications:

1. Sample-based Distributional Policy Gradient
   Rahul Singh, Keuntaek Lee, and Yongxin Chen, L4DC 2022

2. Improving Robustness via Risk Averse Distributional Reinforcement Learning
   Rahul Singh, Qinsheng Zhang, and Yongxin Chen, L4DC 2020