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Hai-Yang Li

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#artificial intelligence Preprint Sep 2026

A General Framework for Budgeted Threshold Incentives on Request

On-demand delivery platforms pay riders through incentive activities whose tiers are set from recent completions of riders with a similar history. Operators request such plans for changing periods, rider populations, payment rules and budgets, often for holidays or bad weather, where randomized trials are scarce and ta...

Zhuo-Lin Wu, Chen-Rui Zhu, Wen-Hua Nie et al. · 0 citations

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