Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons

26 February 2022

Papers citing "Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons"

7 / 7 papers shown

Title
Statistical Inference in Reinforcement Learning: A Selective Survey Chengchun Shi OffRL 67 0 0 22 Feb 2025
Orthogonalized Estimation of Difference of $Q$ -functions Angela Zhou 36 0 0 12 Jun 2024
Inference on Optimal Dynamic Policies via Softmax Approximation Qizhao Chen Morgane Austern Vasilis Syrgkanis OffRL 29 1 0 08 Mar 2023
Quasi-optimal Reinforcement Learning with Continuous Actions Yuhan Li Wenzhuo Zhou Ruoqing Zhu OffRL 24 5 0 21 Jan 2023
Offline Reinforcement Learning for Safer Blood Glucose Control in People with Type 1 Diabetes Harry Emerson Matt Guy Ryan McConville OffRL 29 46 0 07 Apr 2022
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,960 0 04 May 2020
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 38 181 0 22 Aug 2019