Precision Physical Activity Prescription
The prescription emphasizes more consistent activity with gains concentrated in moderate- and high-activity periods rather than uniform increases across all days. The learned policy recommends about 10,000 average daily steps over a 90-day…
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The prescription emphasizes more consistent activity with gains concentrated in moderate- and high-activity periods rather than uniform increases across all days. The learned policy recommends about 10,000 average daily steps over a 90-day window. The framework prescribes a full step distribution rather than only a scalar activity target. The paper develops a distribution-valued precision physical activity prescription framework using offline reinforcement learning.