Reinforcement Learning with Evolving Rubrics for Deep Research

ICMLOral2026

Authors: Rulin Shao, Akari Asai, Shannon Shen, Hamish Ivison, Varsha Kishore, Jingming Zhuo, Xinran Zhao, Molly Park, Samuel Finlayson, David Sontag, Tyler Murray, Sewon Min, Pradeep Dasigi, Luca Soldaini, Faeze Brahman, Scott Yih, Sherry Wu, Luke Zettlemoyer, Yoon Kim, Hannaneh Hajishirzi, Pang Wei Koh
Venue: ICML 2026
Track: Oral

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reinforcement learning

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