"single trajectory learning" Papers

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Learning a Fast Mixing Exogenous Block MDP using a Single Trajectory

Alexander Levine, Peter Stone, Amy Zhang

ICLR 2025arXiv:2410.03016
1
citations

Learning from A Single Markovian Trajectory: Optimality and Variance Reduction

Zhenyu Sun, Ermin Wei

NEURIPS 2025

Single-Trajectory Distributionally Robust Reinforcement Learning

Zhipeng Liang, Xiaoteng Ma, Jose Blanchet et al.

ICML 2024arXiv:2301.11721
17
citations