Deep Reinforcement Learning Based Intelligent Job Batching in Industrial Internet of Things.
Chengling JiangZihui LuoLiang LiuXiaolong ZhengPublished in: WASA (2) (2021)
Keyphrases
- reinforcement learning
- batch processing
- flowshop
- scheduling jobs
- function approximation
- model free
- industrial applications
- learning capabilities
- scheduling problem
- mobile devices
- machine learning
- industrial systems
- industrial automation
- multi agent
- processing times
- release dates
- key technologies
- learning algorithm
- intelligent systems
- single machine
- industrial environment
- dynamic programming
- state space
- optimal control
- smart objects
- rfid technology
- decision support
- learning problems
- single machine scheduling problem
- setup times
- supervised learning
- control system
- learning process
- artificial intelligence
- big data