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AI vs. Human Buyers: A Study of Alibaba's Inventory Replenishment System · Study

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ArticleAI vs. Human Buyers: A Study of Alibaba's Inventory Replenishment System

Jiaxi Liu2022

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AI vs. Human Buyers: A Study of Alibaba's Inventory Replenishment System

Jiaxi Liu · Linwei Xin · Yidong Zhang

19 citations·0/0 files stored·INFORMS Journal on Applied Analytics

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Supply Chain and Inventory Management Forecasting Techniques and Applications Impact of AI and Big Data on Business and Society

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References

1959Studies in Mathematical Theory of Inventory and Production 2021A Deep Q-Network for the Beer Game: Deep Reinforcement Learning for Inventory Optimization 2022Can Deep Reinforcement Learning Improve Inventory Management? Performance on Lost Sales, Dual-Sourcing, and Multi-Echelon Problems 2020A Practical End-to-End Inventory Management Model with Deep Learning 2008Asymptotic Optimality of Order-Up-To Policies in Lost Sales Inventory Systems 2016Asymptotic Optimality of Constant-Order Policies for Lost Sales Inventory Models with Large Lead Times 2021Eliciting Human Judgment for Prediction Algorithms 2006Brown's original fictitious play

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2024The government intervention effects on panic buying behavior based on online comment data mining: a case study of COVID-19 in Hubei Province, China

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2025Deep Controlled Learning for Inventory Controlarticle · 7 shared references 2022Solving Inventory Management Problems through Deep Reinforcement Learningarticle · 6 shared references 2025Deep Policy Iteration with Integer Programming for Inventory Managementarticle · 6 shared references 20211.79-Approximation Algorithms for Continuous Review Single-Sourcing Lost-Sales and Dual-Sourcing Inventory Modelsarticle · 6 shared references 2024UCB-Type Learning Algorithms with Kaplan–Meier Estimator for Lost-Sales Inventory Models with Lead Timesarticle · 6 shared references 2020Asymptotic Optimality of Base-Stock Policies for Perishable Inventory Systemsarticle · 4 shared references

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Year2022

Typearticle

Published2022-01-01

VenueINFORMS Journal on Applied Analytics

ISSN-L0092-2102

Languageen

Citations19

Files0 public / 0

ShelfSupply Chain and Inventory Management

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doi10.1287/inte.2023.1160

openalex_workW4387055249

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