Cover Image

Constrained Reinforcement Learning for the Dynamic Inventory Routing Problem under Stochastic Supply and Demand

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hasturk, Umur, Schrotenboer, Albert H., Roodbergen, Kees Jan, Ursavas, Evrim
Format:	Preprint
Published:	2025
Subjects:	Optimization and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Stochastic Cyclic Inventory Routing with Supply Uncertainty: A Case in Green-Hydrogen Logistics
by: Hasturk, Umur, et al.
Published: (2022)

Multi-period Stochastic Network Design for Combined Natural Gas and Hydrogen Distribution
by: Hasturk, Umur, et al.
Published: (2023)

Adaptive Multistage Stochastic Programming
by: Kayacık, Sezen Ece, et al.
Published: (2024)

Dual Sourcing of Green Hydrogen: Balancing Local Production with Stochastic Capacity and Import with Random Yield
by: Kayacik, Sezen Ece, et al.
Published: (2024)

The Distributionally Robust Cyclic Inventory Routing Problem
by: Jia, Menglei, et al.
Published: (2026)

Scenario Predict-then-Optimize for Data-Driven Online Inventory Routing
by: Jia, Menglei, et al.
Published: (2024)

Hydrogen Network Expansion Planning considering the Chicken-and-egg Dilemma and Market Uncertainty
by: Kayacık, Sezen Ece, et al.
Published: (2025)

On feasibility cuts for chance-constrained multicommodity network design problems
by: Wouda, Niels A., et al.
Published: (2024)

Exact Two-Step Benders Decomposition for the Time Window Assignment Traveling Salesperson Problem
by: Celik, Sifa, et al.
Published: (2023)

An Inventory System with Two Supply Modes and Lévy Demand
by: Pérez, José Luis, et al.
Published: (2025)

A Production Routing Problem with Mobile Inventories
by: Lefgoum, Raian, et al.
Published: (2025)

Combinatorial Optimization and Machine Learning for Dynamic Inventory Routing
by: Greif, Toni, et al.
Published: (2024)

Inventory Management Under Stochastic Demand: A Simulation-Optimization Approach
by: Maitra, Sarit
Published: (2024)

A Stochastic Electric Vehicle Routing Problem under Uncertain Energy Consumption
by: Spinelli, Andrea, et al.
Published: (2025)

Problem of Locating and Allocating Charging Equipment for Battery Electric Buses under Stochastic Charging Demand
by: Bazarnovi, Sadjad, et al.
Published: (2024)

Stochastic Optimization of Inventory at Large-scale Supply Chains
by: Jin, Zhaoyang Larry, et al.
Published: (2025)

Vehicle Routing Problem with Resource-Constrained Pickup and Delivery
by: Sodhi, Manbir, et al.
Published: (2026)

Learning Large Neighborhood Search for Maritime Inventory Routing Optimization
by: Chen, Rui, et al.
Published: (2025)

Partial Backorder Inventory System: Asymptotic Optimality and Demand Learning
by: Lim, Andrew E. B., et al.
Published: (2024)

Reinforcement Learning Approaches for the Orienteering Problem with Stochastic and Dynamic Release Dates
by: Li, Yuanyuan, et al.
Published: (2022)

Urban Water Sprinkler Routing: A Multi-Depot Mixed Capacitated Arc Routing Problem Incorporating Real-Time Demands
by: Yang, Hongtai, et al.
Published: (2024)

Gamifying the Vehicle Routing Problem with Stochastic Requests
by: Kullman, Nicholas D., et al.
Published: (2019)

Innovation Diffusion in EV Charging Location Decisions: Integrating Demand & Supply through Market Dynamics
by: Luo, Xiangyong, et al.
Published: (2024)

Production Planning Under Demand and Endogenous Supply Uncertainty
by: Hewitt, Mike, et al.
Published: (2025)

Staggered Routing in Autonomous Mobility-on-Demand Systems
by: Coppola, Antonio, et al.
Published: (2024)

Reinforcement Learning Framework For Stochastic Optimal Control Problem Under Model Uncertainty
by: Hou, Jiaxuan, et al.
Published: (2025)

Stochastic Multi-objective Multi-trip AMR Routing Problem with Time Windows
by: Cheng, Lulu, et al.
Published: (2024)

Stackelberg Dynamic Location Planning under Cumulative Demand
by: Silva, Warley Almeida, et al.
Published: (2026)

Dynamic Facility Location under Cumulative Customer Demand
by: Silva, Warley Almeida, et al.
Published: (2024)

Online Policy Selection for Inventory Problems
by: Hihat, Massil, et al.
Published: (2024)

Distributionally Robust Hospital Capacity Expansion Planning under Stochastic and Correlated Patient Demand
by: Alnaggar, Aliaa, et al.
Published: (2024)

Statistical Learning for Probability-Constrained Stochastic Optimal Control
by: Balata, Alessandro, et al.
Published: (2019)

Stochastic Fleet Size and Mix Consistent Vehicle Routing Problem for Last Mile Delivery
by: Beatrici, Paolo, et al.
Published: (2025)

Sequential Quadratic Optimization for Solving Expectation Equality Constrained Stochastic Optimization Problems
by: Shen, Haoming, et al.
Published: (2025)

Constrained Policy Optimization for Stochastic Optimal Control under Nonstationary Uncertainties
by: Shin, Sungho, et al.
Published: (2022)

Classical and Deep Reinforcement Learning Inventory Control Policies for Pharmaceutical Supply Chains with Perishability and Non-Stationarity
by: Stranieri, Francesco, et al.
Published: (2025)

A Heuristic Algorithm Based on Beam Search and Iterated Local Search for the Maritime Inventory Routing Problem
by: Sanghikian, Nathalie, et al.
Published: (2025)

Safe Reinforcement Learning for Constrained Markov Decision Processes with Stochastic Stopping Time
by: Mazumdar, Abhijit, et al.
Published: (2024)

Integrated Balanced and Staggered Routing in Autonomous Mobility-on-Demand Systems
by: Coppola, Antonio, et al.
Published: (2025)

humancompatible.train: Implementing Optimization Algorithms for Stochastically-Constrained Stochastic Optimization Problems
by: Kliachkin, Andrii, et al.
Published: (2025)