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cs.CL2026
See Better, Foresee Better, Act Wiser: Physically Grounded Proactive Modeling and Decision Making
Honghui Zhang, Anna Min, Chenmeinian Guo +9
Reliable proactive agents must choose an action and judge whether current evidence is sufficient to act. We study retail service from sparse third-person video: before an explicit…
cs.CL2025
GoalfyMax: A Protocol-Driven Multi-Agent System for Intelligent Experience Entities
Siyi Wu, Zeyu Wang, Xinyuan Song +3
Modern enterprise environments demand intelligent systems capable of handling complex, dynamic, and multi-faceted tasks with high levels of autonomy and adaptability. However, trad…