Intelligent Inventory Control via Ruminative Reinforcement Learning

Inventory management is a sequential decision problem that can be solved with reinforcement learning (RL). Although RL in its conventional form does not require domain knowledge, exploiting such knowledge of problem structure, usually available in inventory management, can be beneficial to improving...

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Bibliographic Details
Main Authors: Tatpong Katanyukul, Edwin K. P. Chong
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2014/238357