A first-order logic grounded semantic communication framework that transmits only decision-critical clauses via semantic rate-distortion and information bottleneck principles while preserving logical verifiability.
The model has the standard finite-mixture architecture: p(et |C w) = |Q|X i=1 p(Zt =i|C w)| {z } mixing weight p(et |Z t =i, C w)| {z } emission probability
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Goal-Oriented Semantic Communication for Logical Decision Making
A first-order logic grounded semantic communication framework that transmits only decision-critical clauses via semantic rate-distortion and information bottleneck principles while preserving logical verifiability.