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UniMem achieves a remarkable 93.4% accuracy on long-horizon tasks by unifying multimodal memory and control, outperforming conventional methods that rely on fixed-interval sampling.
PRIMAL3 achieves unprecedented scalability in multi-agent pathfinding, successfully coordinating 100,000 agents while navigating complex environments.