Search Results for author: Ramin Giahi

Found 3 papers, 0 papers with code

Dynamic Decision Making in Engineering System Design: A Deep Q-Learning Approach

no code implementations28 Dec 2023 Ramin Giahi, Cameron A. MacKenzie, Reyhaneh Bijari

We demonstrate the effectiveness of our proposed framework by solving two engineering system design problems in the presence of multiple uncertainties, such as price and demand.

Decision Making Q-Learning

GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation

no code implementations26 Oct 2023 Ramin Giahi, Reza Yousefi Maragheh, Nima Farrokhsiar, Jianpeng Xu, Jason Cho, Evren Korpeoglu, Sushant Kumar, Kannan Achan

Similar item recommendation is a critical task in the e-Commerce industry, which helps customers explore similar and relevant alternatives based on their interested products.

Graph Neural Network

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