Offline Reinforcement Learning with Additional Covering Distributions

22 May 2023

Papers citing "Offline Reinforcement Learning with Additional Covering Distributions"

5 / 5 papers shown

Title
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare Shengpu Tang Maggie Makar Michael Sjoding Finale Doshi-Velez Jenna Wiens OffRL 48 37 0 02 May 2023
Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian Paria Rashidinejad Hanlin Zhu Kunhe Yang Stuart J. Russell Jiantao Jiao OffRL 33 26 0 01 Nov 2022
Beyond the Return: Off-policy Function Estimation under User-specified Error-measuring Distributions Audrey Huang Nan Jiang OffRL 25 9 0 27 Oct 2022
On Gap-dependent Bounds for Offline Reinforcement Learning Xinqi Wang Qiwen Cui S. Du OffRL 68 11 0 01 Jun 2022
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage Masatoshi Uehara Wen Sun OffRL 91 20 0 13 Jul 2021