3 papers
math.OC2023
INVALS: A Forward Looking Inventory Allocation System
Shiv Krishna Jaiswal, Karthik S. Gurumoorthy, Etika Agarwal +1
We design an Inventory Allocation System (INVALS) that, for each item-store combination, plans the quantity to be allocated from a warehouse that replenishes multiple stores using…
math.OC2023
A scalable solution for the extended multi-channel facility location problem
Etika Agarwal, Karthik S. Gurumoorthy, Ankit Ajit Jain +1
We study the extended version of the non-uniform, capacitated facility location problem with multiple fulfilment channels between the facilities and clients, each with their own ch…
cs.LG2023
Cooperative Multi-Agent Reinforcement Learning for Inventory Management
Madhav Khirwar, Karthik S. Gurumoorthy, Ankit Ajit Jain +1
With Reinforcement Learning (RL) for inventory management (IM) being a nascent field of research, approaches tend to be limited to simple, linear environments with implementations…