The Benefits of Being Categorical Distributional: Uncertainty-aware Regularized Exploration in Reinforcement Learning

7 October 2021

Papers citing "The Benefits of Being Categorical Distributional: Uncertainty-aware Regularized Exploration in Reinforcement Learning"

4 / 4 papers shown

Title
Estimation and Inference in Distributional Reinforcement Learning Liangyu Zhang Yang Peng Jiadong Liang Wenhao Yang Zhihua Zhang OffRL 31 1 0 29 Sep 2023
How Does Value Distribution in Distributional Reinforcement Learning Help Optimization? Ke Sun Bei Jiang Linglong Kong 16 4 0 29 Sep 2022
Exploring the Training Robustness of Distributional Reinforcement Learning against Noisy State Observations Ke Sun Yingnan Zhao Shangling Jui Linglong Kong OOD 48 17 0 17 Sep 2021
Conservative Offline Distributional Reinforcement Learning Yecheng Jason Ma Dinesh Jayaraman Osbert Bastani OffRL 70 78 0 12 Jul 2021