Semiconductor Fab Scheduling With Self-Supervised And Reinforcement Learning.
Pierre TasselBenjamin KovácsMartin GebserKonstantin SchekotihinPatrick StöckermannGeorg SeidelPublished in: WSC (2023)
Keyphrases
- reinforcement learning
- wafer fabrication
- scheduling problem
- scheduling algorithm
- function approximation
- resource constraints
- round robin
- state space
- learning algorithm
- temporal difference
- flexible manufacturing systems
- reinforcement learning algorithms
- resource allocation
- model free
- learning process
- multi agent reinforcement learning
- data sets
- parallel machines
- temporal difference learning
- dynamic scheduling
- optimal policy
- information systems
- policy search
- scheduling strategy
- real time
- gallium arsenide
- real time database systems
- action space
- learning classifier systems
- learning tasks
- transfer learning
- response time
- multi agent
- machine learning