GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent Systems.
By: Yiqin Yang, Xu Yang, Yuhua Jiang, Ni Mu, Hao Hu, Runpeng Xie, Ziyou Zhang, Siyuan Li, Yuan-Hua Ni, Qianchuan Zhao, Bo Xu
Published: 2026-02-18
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Abstract
This paper introduces GlobeDiff, a novel state diffusion process designed to address partial observability challenges in multi-agent systems. It offers a robust framework for agents to infer global states from limited local observations, crucial for coordination in complex dynamic environments like autonomous driving or robotics.