Afshin Oroojlooyjadid

A Deep Q-Network for the Beer Game: Deep Reinforcement Learning for Inventory Optimization

Afshin Oroojlooyjadid, Mohammadreza Nazari, Lawrence Snyder et al. · Manufacturing & Service Operations Management · 2021 · 198 citations

Artificial Intelligence, Inventory Optimization, Machine Learning +20

Applying deep learning to the newsvendor problem

Afshin Oroojlooyjadid, Lawrence Snyder, Martin Takáč · IISE Transactions · 2019 · 41 citations · Full text

Artificial Intelligence, Inventory Management, Newsvendor Problem +15

A Deep Q-Network for the Beer Game: A Deep Reinforcement Learning algorithm to Solve Inventory Optimization Problems

Afshin Oroojlooyjadid, Mohammadreza Nazari, Lawrence Snyder et al. · arXiv (Cornell University) · 2017 · 24 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

A Deep Q-Network for the Beer Game: A Deep Reinforcement Learning\n algorithm to Solve Inventory Optimization Problems

Afshin Oroojlooyjadid, Mohammadreza Nazari, Lawrence Snyder et al. · arXiv (Cornell University) · 2017 · 16 citations · Full text

A Deep Q-Network for the Beer Game with Partial Information.

Afshin Oroojlooyjadid, Mohammadreza Nazari, Lawrence Snyder et al. · arXiv (Cornell University) · 2017 · 11 citations · Full text

Artificial Intelligence, Game Ai, Engineering +19