Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation

23 February 2024

Papers citing "Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation"

5 / 5 papers shown

Title
Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithm Miao Lu Han Zhong Tong Zhang Jose H. Blanchet OffRL OOD 61 4 0 04 Apr 2024
Wasserstein Distributionally Robust Policy Evaluation and Learning for Contextual Bandits Yi Shen Pan Xu Michael M. Zavlanos OffRL 28 5 0 15 Sep 2023
Distributionally Robust Model-based Reinforcement Learning with Large State Spaces Shyam Sundhar Ramesh Pier Giuseppe Sessa Yifan Hu Andreas Krause Ilija Bogunovic OOD 23 10 0 05 Sep 2023
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary Huan Zhang Hongge Chen Duane S. Boning Cho-Jui Hsieh 52 161 0 21 Jan 2021
Q-learning with censored data Y. Goldberg Michael R. Kosorok OffRL 49 134 0 30 May 2012