Dynamic scheduling in a job-shop production system with reinforcement learning

Author:

Kardos Csaba,Laflamme Catherine,Gallina Viola,Sihn Wilfried

Publisher

Elsevier BV

Subject

General Medicine

Reference28 articles.

1. A distributed approach solving partially flexible job-shop scheduling problem with a Q-learning effect;Bouazza;IFAC-PapersOnLine,2017

2. Dynamic scheduling of manufacturing job shops using genetic algorithms;Chryssolouris;J. Intell. Manuf.,2001

3. Applying reinforcement learning method for real-time energy management;Dayani,2019

4. Multiobjective reinforcement learning for reconfigurable adaptive optimal control of manufacturing processes;Dornheim,2018

5. Reinforcement Learning: Roboternavigation in Heimumgebungen;Gerlach,2011

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3. Optimization of transport constraints and quality of service for joint resolution of uncertain scheduling and the job-shop problem with routing (JSSPR) as opposed to the job-shop problem with transport (JSSPT);Journal of Project Management;2024

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