A label-free disagreement signal and Lyapunov-guided reinforcement learning jointly schedule when and how deeply a UAV edge model should synchronize with a ground oracle.
Vision-language models for edge networks: A comprehensive survey,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.NI 1years
2026 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
LYRA: Label-Free Structural Synchronization and Resource Allocation for UAV Edge Networks
A label-free disagreement signal and Lyapunov-guided reinforcement learning jointly schedule when and how deeply a UAV edge model should synchronize with a ground oracle.