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Panagiotis Michelakis

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#artificial intelligence Preprint Aug 2026

Deploying and Evaluating a Smart-Agriculture Agentic Engine for Full-Season Soybean Farm Operations

FAIRY is developed to execute and evaluate agentic agronomic operations on full-season spatiotemporal workflows that span ridge preparation, planting, irrigation, fertilization, pest and disease treatment, harvest, grain handling, drying, and storage, and an evaluation suite that combines agentic success, full-path spa...

Ao Qu, Panagiotis Michelakis, Lin-Yuan Han et al. · 0 citations