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.
This is directly analogous to the responsibilitiesγ ti =p(z t = i|x t, θ)in a Gaussian mixture model
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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.