Intelligent Scheduling with Reinforcement Learning

Intelligent Scheduling with Reinforcement Learning

In this paper, we present and discuss an innovative approach to solve <i>Job Shop</i> scheduling problems based on machine learning techniques. Traditionally, when choosing how to solve <i>Job Shop</i> scheduling problems, there are two main options: either use an efficient h...

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Bibliographic Details
Main Authors: Bruno Cunha, Ana Madureira, Benjamim Fonseca, João Matos
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Applied Sciences
Subjects:
machine learning
reinforcement learning
optimization
<i>Job Shop</i> scheduling
simulation
Online Access:https://www.mdpi.com/2076-3417/11/8/3710

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https://www.mdpi.com/2076-3417/11/8/3710

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