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

arXiv cs.AI · 2026-07-22 Cached

Proposes Semantic Cooperative Games (SCG) and Semantic Shapley Value (SSV) for contribution attribution in LLM-based multi-agent systems, introducing a single-trajectory algorithm SLIC that reduces computation cost by 93.3% while remaining consistent with Monte Carlo Shapley baselines.

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