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"

5 / 5 papers shown

Title
Statistical Inference in Reinforcement Learning: A Selective Survey Chengchun Shi OffRL 62 0 0 22 Feb 2025
Inference on Optimal Dynamic Policies via Softmax Approximation Qizhao Chen Morgane Austern Vasilis Syrgkanis OffRL 20 1 0 08 Mar 2023
Offline Reinforcement Learning for Safer Blood Glucose Control in People with Type 1 Diabetes Harry Emerson Matt Guy Ryan McConville OffRL 11 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 329 1,944 0 04 May 2020
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 31 180 0 22 Aug 2019