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Smaller Batches, Bigger Gains? Investigating the Impact of Batch Sizes on Reinforcement Learning Based Real-World Production Scheduling.
Arthur Müller
Felix Grumbach
Matthia Sabatelli
Published in:
CoRR (2024)
Keyphrases
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production scheduling
reinforcement learning
real world
dispatching rule
process planning
manufacturing systems
vehicle routing
job shop scheduling problem
machine learning
computer aided design
single machine
software engineering
upper bound
dynamic programming
case study
image processing
genetic algorithm