arXiv cs.AI
· Papers
Semantic Cooperative Games for Contribution Attribution in LLM-Based Multi-Agent Systems
arXiv:2607.18255v1 Announce Type: new 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 attribution methods often rely on counterfactual valuation, suc