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A two-stage RNN-based deep reinforcement learning approach for solving the parallel machine scheduling problem with due dates and family setups.
Funing Li
Sebastian Lang
Bingyuan Hong
Tobias Reggelin
Published in:
J. Intell. Manuf. (2024)
Keyphrases
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reinforcement learning
parallel machine scheduling problem
recurrent neural networks
scheduling problem
special case
state space
processing times
learning algorithm
total weighted tardiness
dynamic programming
markov decision processes
single machine
neural network