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SemDHT is presented, a certified semantic index for discovering agent-accessible capabilities over exact-key DHTs, and a two-layer semantic sketch uses coarse cells to group nearby descriptors and residual codes to narrow candidate selection.
Reflex-Core is proposed, an LLM-agent-based framework for AoI-oriented adaptive access in heterogeneous wireless networks that adopts an “Observe-Reflect-Decide-Execute” closed-loop mechanism to refine transmission strategies through semantic feedback and historical memory and develops the Reflexive Multiple Access pro...
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