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RSMeM: Knowledge-Enhanced Memory Evolution for Remote Sensing Agents with Systematic Evaluation

arXiv cs.AI ↗ · 2026-07-29 Cached

Introduces RSMeM, a knowledge-enhanced memory evolution mechanism for remote sensing agents that bootstraps LLMs with domain knowledge and iteratively integrates failure experience to improve multi-step tool execution, achieving 6% accuracy gain on DeepSeek-V3.2 with minimal additional tokens.

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