Model-based Offline Reinforcement Learning with Local Misspecification

26 January 2023

Papers citing "Model-based Offline Reinforcement Learning with Local Misspecification"

7 / 7 papers shown

Title
A General Control-Theoretic Approach for Reinforcement Learning: Theory and Algorithms Weiqin Chen M. Squillante Chai Wah Wu Santiago Paternain AI4CE 40 0 0 20 Jun 2024
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators Allen Nie Yash Chandak Christina J. Yuan Anirudhan Badrinath Yannis Flet-Berliac Emma Brunskil OffRL 50 0 0 27 May 2024
PASTA: Pretrained Action-State Transformer Agents Raphael Boige Yannis Flet-Berliac Arthur Flajolet Guillaume Richard Thomas Pierrot LM&Ro OffRL 45 5 0 20 Jul 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
COMBO: Conservative Offline Model-Based Policy Optimization Tianhe Yu Aviral Kumar Rafael Rafailov Aravind Rajeswaran Sergey Levine Chelsea Finn OffRL 222 419 0 16 Feb 2021
Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation Justin Fu Sergey Levine OffRL 74 46 0 16 Feb 2021
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 41 183 0 22 Aug 2019