Search Results for author: Hyung-il Ahn

Found 2 papers, 0 papers with code

GNN-based Probabilistic Supply and Inventory Predictions in Supply Chain Networks

no code implementations11 Apr 2024 Hyung-il Ahn, Young Chol Song, Santiago Olivar, Hershel Mehta, Naveen Tewari

Successful supply chain optimization must mitigate imbalances between supply and demand over time.

Generative Probabilistic Planning for Optimizing Supply Chain Networks

no code implementations11 Apr 2024 Hyung-il Ahn, Santiago Olivar, Hershel Mehta, Young Chol Song

Supply chain networks in enterprises are typically composed of complex topological graphs involving various types of nodes and edges, accommodating numerous products with considerable demand and supply variability.

Offline RL

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