Semantic Cooperative Games for Contribution Attribution in LLM-Based Multi-Agent Systems.

arXiv:2607.18255v2 Announce Type: replace Abstract: Contribution attribution has become a central problem in LLM-based multi-agent systems, where final outputs are produced through multiple agents, message exchanges, and ordered workflow dependencies. Existing