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Single-Trajectory Distributionally Robust Reinforcement Learning

Single-Trajectory Distributionally Robust Reinforcement Learning

International Conference on Machine Learning (ICML), 2023
27 January 2023
Zhipeng Liang
Xiaoteng Ma
Jose H. Blanchet
Jiheng Zhang
Zhengyuan Zhou
    OODOffRL
ArXiv (abs)PDFHTML

Papers citing "Single-Trajectory Distributionally Robust Reinforcement Learning"

11 / 11 papers shown
Provably Efficient Sample Complexity for Robust CMDP
Provably Efficient Sample Complexity for Robust CMDP
Sourav Ganguly
Arnob Ghosh
156
0
0
10 Nov 2025
Convergence of Distributionally Robust Q-Learning with Linear Function Approximation
Convergence of Distributionally Robust Q-Learning with Linear Function Approximation
Saptarshi Mandal
Yashaswini Murthy
R. Srikant
OOD
132
0
0
02 Oct 2025
Sample-Efficient Distributionally Robust Multi-Agent Reinforcement Learning via Online Interaction
Sample-Efficient Distributionally Robust Multi-Agent Reinforcement Learning via Online Interaction
Zain Ulabedeen Farhat
Debamita Ghosh
George Atia
Yue Wang
213
2
0
04 Aug 2025
Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees
Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees
Sourav Ganguly
Arnob Ghosh
Kishan Panaganti
Adam Wierman
229
3
0
25 May 2025
Provably Sample-Efficient Robust Reinforcement Learning with Average Reward
Provably Sample-Efficient Robust Reinforcement Learning with Average Reward
Zachary Roch
Chi Zhang
George Atia
Yue Wang
377
2
0
18 May 2025
Model-Free Robust Reinforcement Learning with Sample Complexity Analysis
Model-Free Robust Reinforcement Learning with Sample Complexity Analysis
Yudan Wang
Shaofeng Zou
Yue Wang
OOD
296
10
0
24 Jun 2024
Sample Complexity of Offline Distributionally Robust Linear Markov
  Decision Processes
Sample Complexity of Offline Distributionally Robust Linear Markov Decision Processes
He Wang
Laixi Shi
Yuejie Chi
OffRL
467
14
0
19 Mar 2024
Distributionally Robust Model-based Reinforcement Learning with Large
  State Spaces
Distributionally Robust Model-based Reinforcement Learning with Large State SpacesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Shyam Sundhar Ramesh
Pier Giuseppe Sessa
Yifan Hu
Andreas Krause
Ilija Bogunovic
OOD
261
23
0
05 Sep 2023
Natural Actor-Critic for Robust Reinforcement Learning with Function
  Approximation
Natural Actor-Critic for Robust Reinforcement Learning with Function ApproximationNeural Information Processing Systems (NeurIPS), 2023
Ruida Zhou
Tao-Wen Liu
Min Cheng
D. Kalathil
P. R. Kumar
Chao Tian
399
39
0
17 Jul 2023
Seeing is not Believing: Robust Reinforcement Learning against Spurious
  Correlation
Seeing is not Believing: Robust Reinforcement Learning against Spurious CorrelationNeural Information Processing Systems (NeurIPS), 2023
Wenhao Ding
Laixi Shi
Yuejie Chi
Ding Zhao
OOD
398
38
0
15 Jul 2023
The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model
The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative ModelNeural Information Processing Systems (NeurIPS), 2023
Laixi Shi
Gen Li
Yuting Wei
Yuxin Chen
Matthieu Geist
Yuejie Chi
OOD
493
54
0
26 May 2023
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