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University of Wisconsin-Madison
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Multi-action weakly-coupled MDPs can shatter the theoretical $O(1/\sqrt{N})$ performance barrier to reach an $O(1/N)$ optimality gap simply by ditching heuristic priority ordering in favor of locally linear mean-field dynamics.
LLMs can disentangle Long COVID pathology from confounding factors like menopause, achieving high precision in predicting disease severity using wearable sensor data.
