Receiver-Specific Interventional Valuation of Semantic Atoms for Budget-Constrained Multi-Agent Communication

Cooperative multi-agent semantic communication requires deciding not only how a transmitter encodes its observation, but also which resulting semantic content should be delivered to each receiver under a limited link budget. We introduce an encoder-agnostic transmitter-side framework for receiver-sp