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Non-Linear Model-Based Sequential Decision-Making in Agriculture

stat.ML · 2025-09-02 · reject · novelty 4.0

Nonlinear mechanistic yield models inside epsilon-greedy, UCB, and ViOlin bandits are proposed for fertilizer decisions, but the main theoretical guarantee rests on a false mathematical bound and a promised real-data study is absent from the text.

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  • Non-Linear Model-Based Sequential Decision-Making in Agriculture stat.ML · 2025-09-02 · reject · none · ref 7

    Nonlinear mechanistic yield models inside epsilon-greedy, UCB, and ViOlin bandits are proposed for fertilizer decisions, but the main theoretical guarantee rests on a false mathematical bound and a promised real-data study is absent from the text.