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Advanced Agent

  • Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models. IGARSS'2024. [Paper | Code]
  • RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent. arXiv'2024. [Project | Paper | Code]
  • Change-Agent: Toward Interactive Comprehensive Remote Sensing Change Interpretation and Analysis. TGRS'2024. [Paper | Code]
  • GeoLLM-Engine: A Realistic Environment for Building Geospatial Copilots. CVPRW'2024. [Paper]
  • An LLM Agent for Automatic Geospatial Data Analysis. arXiv'2024. [Paper | Code]
  • PEACE: Empowering Geologic Map Holistic Understanding with MLLMs. arXiv'2025. [Paper]
  • Multi-Agent Geospatial Copilots for Remote Sensing Workflows. arXiv'2025. [Paper]
  • Towards LLM Agents for Earth Observation. arXiv'2025. [Paper]
  • Geo-OLM: Enabling Sustainable Earth Observation Studies with Cost-Efficient Open Language Models & State-Driven Workflows. COMPASS'2025. [Paper | Code]
  • ThinkGeo: Evaluating Tool-Augmented Agents for Remote Sensing Tasks. arXiv'2025. [Paper | Code]
  • RingMo-Agent: A Unified Remote Sensing Foundation Model for Multi-Platform and Multi-Modal Reasoning. arXiv'2025. [Paper]
  • Towards LLM Agents for Earth Observation. ICMLW'2025. [Paper]
  • Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents. ICLR'2026. [Paper | Code]
  • Designing Domain-Specific Agents via Hierarchical Task Abstraction Mechanism. arXiv'2025. [Paper | Code]