Inventory Control

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2 papers in the last four weeks, down 50% on the four weeks before. 0.0% of all new papers.

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  1. Towards Optimal Inventory Control under Censored Demand: A Biased Sample-Average Approximation Approach

    Sep 30, 2026Yuxuan Han, Xiaoyu Fan, Jiawei Zhang +1Inventory ControlLearning with Missing Data

    Stern School of Business, New York University

  2. Automated Design of Inventory Policy with Large Language Models: An Exploratory Study

    Sep 8, 2026Fenghua Yang, Preet Baxi, Yi Zhang +4Inventory ControlLarge Language Model-Guided Optimization

    University of Michigan, Ann Arbor, MI 48109, USA · Stanford University, Stanford, CA 94305, USA · Queen’s University, Kingston, ON K7L 3N6, Canada +2

  3. OR-Transformer: Scaling Real-Time Decision-Making to 1,000 Items

    Sep 1, 2026Shuze Daniel Liu, David Simchi-Levi, Claire Chen +2Inventory ControlTransformer

    Massachusetts Institute of Technology · Purdue University · California Institute of Technology +1

  4. Variable Selection for Feature-Based Newsvendor

    Sep 1, 2026Zhaoliang Yuan, Jie WangInventory ControlConstrained Optimization

    School of Artificial Intelligence, The Chinese University of Hong Kong, Shenzhen · School of Artificial Intelligence and School of Data Science, The Chinese University of Hong Kong, Shenzhen

  5. Nonparametric Contextual Pricing and Inventory Learning under Censored Demand

    Aug 31, 2026Zean Han, Jing Liang, Ruihan Lin +2Inventory ControlLearning with Missing Data

    Department of Industrial Engineering and Decision Analytics The Hong Kong University of Science and Technology

  6. LLMs Can Design Near-Optimal OR Algorithms

    Aug 27, 2026Jackie BaekInventory ControlAutomated Algorithm Discovery

    Stern School of Business, New York University

  7. Hard Constraints, Smooth Gradients: Learning Feasible Inventory Policies via Differentiable Projection

    Aug 3, 2026Patrick Helm, Jan-Niklas Doerr, Joren Gijsbrechts +1Inventory ControlConstrained RL

    TUM School of Management, Technical University of Munich · Esade, Ramon Llull University · Munich Data Science Institute (MDSI), Technical University of Munich

  8. SCOPE: Supply-Chain Operations through Coupled Policies for End-to-End Coordination

    Jul 30, 2026Yunhao Liang, Xianqi Cao, Pujun Zhang +4Inventory ControlSupply Chain Management

    The University of Hong Kong, Hong Kong SAR, China · OptiMax AI, Hong Kong SAR, China · JD.com, China

  9. Large Language Model for Operations Research Formulation Selection in Multi-Warehouse Inventory Allocation

    Jul 28, 2026Jintao Xu, Yingzheng Ma, Jiong Dong +2Inventory ControlLarge Language Model-Guided Optimization

    Supply Chain Tech Team Y, JD.com, Beijing, China

  10. Contextual Deconvolution for Variance-Stable Demand Sensing: Kernel-Modulated Operators in Promotional Retail

    Jul 28, 2026Mohammad ForouheshInventory ControlTime Series Forecasting

    Amirkabir University of Technology, Tehran, Iran

  11. STOCKTAKE: Measuring the Gap Between Perception and Action in LLM Agents with a Fair Oracle

    Jul 15, 2026Sagar Deb, Ashwanth KrishnanInventory ControlLLM Agent Evaluation

    QpiAI

  12. SupplyNetPy: An Open-Source Python Library for High-Fidelity Modeling and Simulation of Arbitrary Supply Chain and Inventory Networks

    Jul 3, 2026Tushar Lone, Neha KaranjkarInventory ControlSupply Chain Management

    School of Mathematics and Computer Science, Indian Institute of Technology Goa, Ponda, Goa, INDIA

  13. Solver-Verified Formulation Generation and Selection for Multi-Warehouse Inventory Allocation Using Large Language Models

    Jun 28, 2026Jintao Xu, Yingzheng Ma, Jiong Dong +4Inventory ControlMixed-Integer Linear Programming

    Supply Chain Tech Team Y, JD.com

  14. SkillChain-Gym: A Benchmark for Reskilling-Aware Production-Inventory Control under Disruptions

    Jun 15, 2026Carlos Eduardo SanojaInventory Control

    Professor, FCEA, Universidad Monte´avila Edificio Lomas del Sol, Calle Humboldt, Lomas del Sol, Caracas, Venezuela · Quanta Labs, LLC

  15. Optimal Hidden-Target Learning for Online Inventory Optimization on General Convex Sets

    Jun 12, 2026Anthony Pineci, Yunzong XuInventory ControlOnline Convex Optimization

    UIUC

  16. Learning to replenish: A hybrid deep reinforcement learning for dynamic inventory management in the pharmaceutical supply chains

    Jun 4, 2026Amandeep Kaur, Gyan PrakashInventory ControlActor-Critic Methods

    Department of Management Studies ABV-Indian Institute of Information Technology and Management Gwalior-474015, Madhya Pradesh, India

  17. Optimal and Order-optimal Gated Priority-based Greedy Policies for Two-layer Multi-item Order Fulfillment

    May 25, 2026Xi Chen, Yuze Chen, Ziyi Chen +1Inventory ControlCompetitive Analysis

    Leonard N. Stern School of Business, New York University, New York, NY 10012, USA · Qiuzhen College, Tsinghua University, Beijing 100084, China · Yau Mathematical Sciences Center & Department of Mathematical Sciences, Tsinghua University, Beijing 100084, China

  18. In-Context Learning for Data-Driven Censored Inventory Control

    May 14, 2026Sohom Mukherjee, Anh-Duy Pham, Richard Pibernik +1Inventory ControlBandit Convex Optimization

    Julius-Maximilians-Universität Würzburg · National University of Singapore Zaragoza Logistics Center

  19. gym-invmgmt: An Open Benchmarking Framework for Inventory Management Methods

    May 12, 2026Reza Barati, Qinmin Vivian HuInventory ControlRL Benchmarks

    Department of Computer Science Toronto Metropolitan University, Toronto, ON, Canada

  20. Online Allocation with Unknown Shared Supply

    May 8, 2026Tzeh Yuan Neoh, Davin Choo, Mengchu Yue +1Inventory ControlSequential Decision Making

    Harvard University

  21. InvEvolve: Evolving White-Box Inventory Policies via Large Language Models with Performance Guarantees

    May 1, 2026Chenyu Huang, Jianghao Lin, Zhengyang Tang +4Inventory ControlLarge Language Model-Guided Optimization

    1Shanghai University of Finance and Economics · 2Shanghai Jiao Tong University · 3The Chinese University of Hong Kong, Shenzhen +2

  22. Robust Fleet Sizing for Multi-UAV Inspection Missions under Synchronized Replacement Demand

    Apr 17, 2026Vishal Ramesh, Antony ThomasInventory ControlMulti-Robot Systems

    Robotics Research Center, IIIT Hyderabad, Hyderabad 500032, India

  23. DeepStock: Reinforcement Learning with Policy Regularizations for Inventory Management

    Mar 20, 2026Yaqi Xie, Xinru Hao, Jiaxi Liu +4Inventory ControlReinforcement Learning

    Booth School of Business, University of Chicago, Chicago, USA. · Taobao & Tmall Group, Hangzhou, China. · School of Economics, Sichuan University, Chengdu, China. +2