2025 "off-policy reinforcement learning" Papers

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Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models

Michael Noukhovitch, Shengyi Huang, Sophie Xhonneux et al.

ICLR 2025posterarXiv:2410.18252
39
citations

Off-policy Reinforcement Learning with Model-based Exploration Augmentation

Likun Wang, Xiangteng Zhang, Yinuo Wang et al.

NeurIPS 2025posterarXiv:2510.25529

Succeed or Learn Slowly: Sample Efficient Off-Policy Reinforcement Learning for Mobile App Control

Georgios Papoudakis, Thomas Coste, Jianye Hao et al.

NeurIPS 2025posterarXiv:2509.01720