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Author

Yuyang Yu

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Jul 2026

Scaling Scientific Discovery Environments for Turn-Level Agentic RL

Experiments show that SciDisco-14B reaches state-of-the-art on hypothesis-driven scientific data analysis benchmarks, and SciDisco-14B reaches state-of-the-art on hypothesis-driven scientific data analysis benchmarks.

Yucheng Xu, Keyi Zhang, Yuyang Yu et al. · 2 citations
Preprint Aug 2026

AgentPanel: Toward a New Paradigm for Human--AI Collaboration in Exploring Scientific Questions

This work presents AgentPanel, a multi-agent forum for human--AI collaboration in scientific exploration, a multi-agent forum for human--AI collaboration in scientific exploration that outperforms a centralized multi-agent debate baseline and shows that users value AgentPanel for perspective diversity and exploration support.

Zhiyao Cui, Qianyi Wang, Hao Yan et al. · 0 citations

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