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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yeguang Qin

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Preprint Aug 2026

SPFR: Semantic Potential Field Routing for the Distributed Internet of Agents

Semantic Potential Field Routing (SPFR), a distributed IoA routing algorithm that integrates executor discovery and reselection into hop-by-hop forwarding, is introduced and proves loop freedom and finite-hop termination and derive an explicit additive error bound under bounded visibility relative to the full-visibilit...

Ye-Guang Qin, Liang-Qi Peng, Feng-Xiao Tang et al. · 0 citations
2026

Collaborative Trajectory and Resource Optimization in Multi-UAV MEC Under Jamming: An LLM-Guided MARL Framework

Unmanned aerial vehicle (UAV)-assisted mobile edge computing (MEC) systems provide flexible computing services for resource-constrained devices, but malicious jamming attacks introduce dynamic channel conditions and resource competition, making joint trajectory and resource optimization challenging. This paper investig...

Yeguang Qin, Jie Tang, Fengxiao Tang et al. · 0 citations

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