2025 "online reinforcement learning" Papers

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Efficient Online Reinforcement Learning Fine-Tuning Need Not Retain Offline Data

Zhiyuan Zhou, Andy Peng, Qiyang Li et al.

ICLR 2025posterarXiv:2412.07762
27
citations

Outcome-Based Online Reinforcement Learning: Algorithms and Fundamental Limits

Fan Chen, Zeyu Jia, Alexander Rakhlin et al.

NeurIPS 2025posterarXiv:2505.20268
3
citations

Value-Guided Decision Transformer: A Unified Reinforcement Learning Framework for Online and Offline Settings

Hongling Zheng, Li Shen, Yong Luo et al.

NeurIPS 2025poster