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agent-based reasoning 1cross-modal inconsistency 1multimodal learning 1reinforcement learning 1tool-augmented retrieval 1urban analytics 1

From the 1 of 3 linked papers with an AI index.

most citedGeospatial Representation Learning: A Survey from Deep Learning to The LLM Era

1 citations · 1 across the 2 of their papers we have counts for

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cs.AI2026

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling

Xixuan Hao, Yutian Jiang, Jiabo Liu +4

The paper introduces UrbanAgent, a multi‑agent system that treats urban region profiling as a reasoning task, using separate agents for each data modality and tool‑augmented eviden…