AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Recursive large language model (LLM) agents solve long-horizon tasks through decomposition, execution, and environmental feedback. Yet after producing an atomic subtask, they often invoke the same large model again to translate a familiar instruction into an executable action. We observe that high-level planning is tas...
This study develops a hierarchical cooperative planning framework for multiple UAVs over a maritime risk field with improved reward robustness under non-stationary and high-risk profiles, rather than uniform gains across all metrics or direct field-deployment validation.
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