ResearchBenchmarksSequential Multi-Agent Reinforcement Learning on SMAC 5m → 10m → 20m → 30m → 40mFollow83.59Win RateKNIFE37.278849.301961.32573.3481Jun 24, 2026Evaluation ResultsMethodMethodLinksWin RateKNIFESequential Setting=5m...Sequential Setting=5m → 10m → 20m → 30m → 40m2026.0683.59QMIXSequential Setting=5m...Sequential Setting=5m → 10m → 20m → 30m → 40m2026.0666.45ReDoSequential Setting=5m...Sequential Setting=5m → 10m → 20m → 30m → 40m2026.0639.06