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ACM MM 2026

HiRS-Agent: A Hierarchical Multi-Agent System for Reliable Long-Horizon Remote Sensing Task Solving

We propose HiRS-Agent, a hierarchical multi-agent system with RS-specialized execution and verification-guided control for reliable long-horizon remote sensing task solving.

Boyang Mu, Zhiwei Wei, Mugen Peng, Wenjia Xu

August 31, 2026ACM MM 2026Multi-Agent SystemsRemote SensingLLM AgentsHierarchical Reinforcement LearningTool-Augmented AgentsPaperCode