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Dynamic Job Shop Scheduling in an Industrial Assembly Environment Using Various Reinforcement Learning Techniques.
David Heik
Fouad Bahrpeyma
Dirk Reichelt
Published in:
ISDA (3) (2022)
Keyphrases
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job shop scheduling
reinforcement learning
dynamic environments
job shop scheduling problem
scheduling problem
combinatorial optimization problems
dynamic programming
markov decision processes
benchmark problems
resource constraints
real robot
probabilistic model
state space
graph model