Distributionally Robust Model-based Reinforcement Learning with Large State Spaces

5 September 2023

Papers citing "Distributionally Robust Model-based Reinforcement Learning with Large State Spaces"

8 / 8 papers shown

Title
Towards Optimal Offline Reinforcement Learning Mengmeng Li Daniel Kuhn Tobias Sutter OffRL 48 0 0 15 Mar 2025
Tractable Equilibrium Computation in Markov Games through Risk Aversion Eric Mazumdar Kishan Panaganti Laixi Shi 26 1 0 20 Jun 2024
Sensor-Based Distributionally Robust Control for Safe Robot Navigation in Dynamic Environments Kehan Long Yinzhuang Yi Zhirui Dai Sylvia Herbert Jorge Cortés Nikolay A. Atanasov 126 4 0 28 May 2024
Sample Complexity of Offline Distributionally Robust Linear Markov Decision Processes He Wang Laixi Shi Yuejie Chi OffRL 22 6 0 19 Mar 2024
Sample Efficient Preference Alignment in LLMs via Active Exploration Viraj Mehta Vikramjeet Das Ojash Neopane Yijia Dai Ilija Bogunovic Ilija Bogunovic W. Neiswanger Stefano Ermon Jeff Schneider Willie Neiswanger OffRL 25 12 0 01 Dec 2023
Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation Wenhao Ding Laixi Shi Yuejie Chi Ding Zhao OOD 27 18 0 15 Jul 2023
The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model Laixi Shi Gen Li Yuting Wei Yuxin Chen M. Geist Yuejie Chi OOD 20 23 0 26 May 2023
Online Robust Reinforcement Learning with Model Uncertainty Yue Wang Shaofeng Zou OOD OffRL 65 96 0 29 Sep 2021