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, agents use radio sensing to construct semantic radio maps of the environment. These maps provide a description of the surroundings, but their true value lies in enabling the extraction of informative radio
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sensing and localization, semantic environmental mapping, and intelligent agent coordination. The goal is to enable autonomous agents to extract contextual radio features/cues from electromagnetic
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