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## One-sentence thesis

Across 3 independently cited sources, the evidence converges on one bounded claim: multi-agent reinforcement learning approaches achieve higher win rates than QMIX baselines in SMAC/StarCraft multi-agent combat environments. Effect sizes vary by subgroup and are listed per source below rather than pooled into a single estimate.


**Interpretati…