Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data

16 October 2022

Papers citing "Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data"

7 / 7 papers shown

Title
Model Selection for Off-policy Evaluation: New Algorithms and Experimental Protocol Pai Liu Lingfeng Zhao Shivangi Agarwal Jinghan Liu Audrey Huang P. Amortila Nan Jiang OODD OffRL 101 0 0 11 Feb 2025
Cross-Validated Off-Policy Evaluation Matej Cief B. Kveton Michal Kompan OffRL 20 1 0 24 May 2024
Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task S. Ruan Allen Nie William Steenbergen Jiayu He JQ Zhang ... Kyle Dang Nguyen Catherine Y Wang Rui Ying James A. Landay Emma Brunskill 17 18 0 11 Apr 2023
HOPE: Human-Centric Off-Policy Evaluation for E-Learning and Healthcare Ge Gao Song Ju Markel Sanz Ausin Min Chi OffRL 29 8 0 18 Feb 2023
A Workflow for Offline Model-Free Robotic Reinforcement Learning Aviral Kumar Anika Singh Stephen Tian Chelsea Finn Sergey Levine OffRL 143 85 0 22 Sep 2021
What Matters in Learning from Offline Human Demonstrations for Robot Manipulation Ajay Mandlekar Danfei Xu J. Wong Soroush Nasiriany Chen Wang Rohun Kulkarni Li Fei-Fei Silvio Savarese Yuke Zhu Roberto Martín-Martín OffRL 161 472 0 06 Aug 2021
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