Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning.
Felix GrumbachAnna MüllerPascal ReuschSebastian TrojahnPublished in: J. Intell. Manuf. (2024)
Keyphrases
- reinforcement learning
- machine learning
- function approximation
- computationally efficient
- optimal policy
- scheduling algorithm
- scheduling problem
- dynamic environments
- state space
- resource constraints
- parallel machines
- response time
- data mining
- markov decision processes
- learning problems
- search algorithm
- parameter tuning
- real time database systems