2 papers
cs.AI2026
AgentPanel: Toward a New Paradigm for Human--AI Collaboration in Exploring Scientific Questions
Zhiyao Cui, Qianyi Wang, Haoyang Yan +26
Identifying promising scientific ideas remains an important challenge in research practice. Researchers commonly rely on small-group discussions or one-to-one interactions with a s…
cs.AI2026
Scaling Scientific Discovery Environments for Turn-Level Agentic RL
Yucheng Xu, Keyi Zhang, Yuyang Yu +4
Large language model agents have shown promising capabilities in data-driven scientific discovery tasks, where an agent interacts with an execution environment and produces a stati…