8 citations · 8 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 8 cited
Deep Inventory Management
Dhruv Madeka, Kari Torkkola, Carson Eisenach +3
This work provides a Deep Reinforcement Learning approach to solving a periodic review inventory control system with stochastic vendor lead times, lost sales, correlated demand, an…
stat.ML2019
Deep Generative Quantile-Copula Models for Probabilistic Forecasting
Ruofeng Wen, Kari Torkkola
We introduce a new category of multivariate conditional generative models and demonstrate its performance and versatility in probabilistic time series forecasting and simulation. S…