4.6 Article

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

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Engineering, Industrial

Applying deep learning to the newsvendor problem

Afshin Oroojlooyjadid et al.

IISE TRANSACTIONS (2020)

Article Management

Dynamic Procurement of New Products with Covariate Information: The Residual Tree Method

Gah-Yi Ban et al.

M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT (2019)

Article Management

The Big Data Newsvendor: Practical Insights from Machine Learning

Gah-Yi Ban et al.

OPERATIONS RESEARCH (2019)

Article Multidisciplinary Sciences

Human-level control through deep reinforcement learning

Volodymyr Mnih et al.

NATURE (2015)

Article Computer Science, Artificial Intelligence

A Survey on Transfer Learning

Sinno Jialin Pan et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2010)

Article Operations Research & Management Science

THE STATIONARY BEER GAME

Fangruo Chen et al.

PRODUCTION AND OPERATIONS MANAGEMENT (2010)

Article Computer Science, Artificial Intelligence

Case-based reinforcement learning for dynamic inventory control in a multi-agent supply-chain system

Chengzhi Jiang et al.

EXPERT SYSTEMS WITH APPLICATIONS (2009)

Article Computer Science, Artificial Intelligence

A reinforcement learning model for supply chain ordering management: An application to the beer game

S. Kamal Chaharsooghi et al.

DECISION SUPPORT SYSTEMS (2008)

Article Computer Science, Artificial Intelligence

Beer game order policy optimization under changing customer demand

F. Strozzi et al.

DECISION SUPPORT SYSTEMS (2007)

Article Engineering, Industrial

On bullwhip in supply chains - historical review, present practice and expected future impact

S Geary et al.

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2006)

Article Operations Research & Management Science

The complexity of decentralized control of Markov decision processes

DS Bernstein et al.

MATHEMATICS OF OPERATIONS RESEARCH (2002)

Article Computer Science, Artificial Intelligence

Computers play the beer game: can artificial agents manage supply chains?

SO Kimbrough et al.

DECISION SUPPORT SYSTEMS (2002)