An Analysis of Multi-Agent Reinforcement Learning for Decentralized Inventory Control Systems

21 July 2023

Papers citing "An Analysis of Multi-Agent Reinforcement Learning for Decentralized Inventory Control Systems"

9 / 9 papers shown

Title
OffLight: An Offline Multi-Agent Reinforcement Learning Framework for Traffic Signal Control Rohit Bokade Xiaoning Jin OffRL 39 0 0 10 Nov 2024
Autonomous Industrial Control using an Agentic Framework with Large Language Models Javal Vyas Mehmet Mercangöz AI4CE LLMAG 41 2 0 08 Nov 2024
Leveraging Graph Neural Networks and Multi-Agent Reinforcement Learning for Inventory Control in Supply Chains Niki Kotecha Antonio del Rio Chanona 33 2 0 24 Oct 2024
Neural Coordination and Capacity Control for Inventory Management Carson Eisenach Udaya Ghai Dhruv Madeka Kari Torkkola Dean Phillips Foster Sham Kakade 21 0 0 24 Sep 2024
InvAgent: A Large Language Model based Multi-Agent System for Inventory Management in Supply Chains Yinzhu Quan Zefang Liu LLMAG 41 2 0 16 Jul 2024
Agent based modelling for continuously varying supply chains Wan Wang Haiyan Wang A. J. Sobey CLL 22 1 0 24 Dec 2023
Learning an Inventory Control Policy with General Inventory Arrival Dynamics Sohrab Andaz Carson Eisenach Dhruv Madeka Kari Torkkola Randy Jia Dean Phillips Foster Sham Kakade 25 2 0 26 Oct 2023
Deep Inventory Management Dhruv Madeka Kari Torkkola Carson Eisenach Anna Luo Dean Phillips Foster Sham M. Kakade BDL 35 15 0 06 Oct 2022
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 337 1,951 0 04 May 2020