Distributional Offline Policy Evaluation with Predictive Error Guarantees

19 February 2023

Papers citing "Distributional Offline Policy Evaluation with Predictive Error Guarantees"

6 / 6 papers shown

Title
The Central Role of the Loss Function in Reinforcement Learning Kaiwen Wang Nathan Kallus Wen Sun OffRL 41 7 0 19 Sep 2024
Foundations of Multivariate Distributional Reinforcement Learning Harley Wiltzer Jesse Farebrother A. Gretton Mark Rowland OffRL 32 2 0 31 Aug 2024
Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation Yu Chen Xiangcheng Zhang Siwei Wang Longbo Huang 29 3 0 28 Feb 2024
Off-Policy Risk Assessment in Markov Decision Processes Audrey Huang Liu Leqi Zachary Chase Lipton Kamyar Azizzadenesheli OffRL 13 8 0 21 Sep 2022
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage Masatoshi Uehara Wen Sun OffRL 91 144 0 13 Jul 2021
Conservative Offline Distributional Reinforcement Learning Yecheng Jason Ma Dinesh Jayaraman Osbert Bastani OffRL 65 78 0 12 Jul 2021