研究论文
Comparing Deep Reinforcement Learning Algorithms in Two-Echelon Supply Chains
Francesco Stranieri, Fabio A. Stella
Politecnico di Torino University of Milano-Bicocca
来源Communications in computer and information science
年份2024
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逐年被引趋势
210
24
225
26
关键指标
5
被引次数 · OpenAlex
2.89
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 7%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
21
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学术脉络
学科主题
经济 / 管理Supply Chain and Inventory Management
Scheduling and Optimization Algorithms · Reinforcement Learning in Robotics
参考文献 21
A reinforcement learning model for supply chain ordering management: An application to the beer game
被引 153S. Kamal Chaharsooghi, Jafar Heydari, Seyed Hessameddin Zegordi · Decision Support Systems · 2008
Simple statistical gradient-following algorithms for connectionist reinforcement learning
被引 7,483Ronald J. Williams · Machine Learning · 1992
Human-level control through deep reinforcement learning
被引 31,205Volodymyr Mnih, Koray Kavukcuoglu, David Lawrence Silver · Nature · 2015
此处列出前 3 条
引用本文 5
Multi-echelon inventory optimization of waste electrical and electronic equipment closed-loop supply chain based on reinforcement learning under carbon tax policy
被引 15Jinlong Wang, Shangzhuo Zhou, Min Li · Engineering Applications of Artificial Intelligence · 2025
Abastecimiento alimentario por algoritmos heurísticos
被引 1Francisco Alfonso Chiapa Tellez, Domingo Noé Marrón Ramos, Abigail Sánchez Hernández · Revista NeyArt · 2026
Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-sales Inventory Control
被引 1Zifan LIU, Xiran LI, Shibo CHEN · SSRN Electronic Journal · 2024
按被引量排序，此处列出前 3 条