Offline Primal-Dual Reinforcement Learning for Linear MDPs

22 May 2023

Papers citing "Offline Primal-Dual Reinforcement Learning for Linear MDPs"

8 / 8 papers shown

Title
A Two-Timescale Primal-Dual Framework for Reinforcement Learning via Online Dual Variable Guidance Axel Friedrich Wolter Tobias Sutter OffRL 34 0 0 07 May 2025
The Role of Inherent Bellman Error in Offline Reinforcement Learning with Linear Function Approximation Noah Golowich Ankur Moitra OffRL 29 2 0 17 Jun 2024
Offline RL via Feature-Occupancy Gradient Ascent Gergely Neu Nneka Okolo OffRL 24 0 0 22 May 2024
Corruption Robust Offline Reinforcement Learning with Human Feedback Debmalya Mandal Andi Nika Parameswaran Kamalaruban Adish Singla Goran Radanović OffRL 28 8 0 09 Feb 2024
On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling, and Beyond Thanh Nguyen-Tang Raman Arora OffRL 25 3 0 06 Jan 2024
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
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage Masatoshi Uehara Wen Sun OffRL 91 144 0 13 Jul 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 329 1,949 0 04 May 2020