Towards live decision-making for service-based production: Integrated process planning and scheduling with Digital Twins and Deep-Q-Learning.
Zai Müller-ZhangThomas KuhnPablo Oliveira AntoninoPublished in: Comput. Ind. (2023)
Keyphrases
- decision making
- action selection
- job shop
- process planning and scheduling
- decision makers
- function approximation
- production scheduling
- reinforcement learning
- learning algorithm
- fuzzy logic
- web services
- cooperative
- state space
- multi agent
- special case
- dynamic programming
- supply chain
- object oriented
- knowledge acquisition
- petri net