Deep Reinforcement Learning for Queue-Time Management in Semiconductor Manufacturing.
Harel YedidsionPrafulla DawadiDavid NormanEmrah ZarifogluPublished in: WSC (2022)
Keyphrases
- semiconductor manufacturing
- reinforcement learning
- discrete event simulation
- process control
- management system
- learning algorithm
- state space
- data management
- information systems
- function approximation
- production system
- steady state
- knowledge management
- decision making
- queue length
- model free
- robotic control
- optimal policy
- markov decision processes
- markov chain
- information management
- decision support
- reinforcement learning algorithms
- action space
- supervised learning