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

View on arXiv →
#cs.AI

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.

FEEDBACK

Projects

No projects yet

GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent Systems. | ArXiv Intelligence