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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

D. Simchi-Levi

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2 papers indexed here

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Preprint Sep 2026

Information Limits of Multistage Inventory Control: Learning, Valuation, and Censoring

Learning how to replenish inventory and estimating the cost of doing so require different information. We establish information-theoretic lower bounds for offline multistage inventory control with independent bounded demand. For fixed additive error in total expected cost, policy learning requires cubically many scalar...

Han-Zhang Qin, D. Simchi-Levi, Rui-Hao Zhu · 0 citations
Aug 2026

EXPRESS: Assortment Display, Price Competition and Fairness in Online Marketplaces

This work develops a Stackelberg game in which the platform chooses the display policy, and sellers subsequently set prices in response to the competitors they face within their assigned partition, and develops an algorithm that effectively solves seller partitions, traffic allocation, and equilibrium prices.

Hongyu Chen, Hanwei Li, D. Simchi-Levi et al. · 1 citation

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