Research on Intelligent Cloud Manufacturing Resource Adaptation Methodology Based on Reinforcement Learning.
Zixuan FangQiao HuHairong SunGenxin ChenJin QiPublished in: ICAIS (1) (2021)
Keyphrases
- reinforcement learning
- adaptation process
- cloud computing
- cloud computing environment
- learning capabilities
- adaptive learning
- function approximation
- quality control
- resource allocation
- web resources
- intelligent systems
- reinforcement learning algorithms
- model free
- manufacturing processes
- holonic manufacturing systems
- adaptive systems
- learning algorithm
- reward function
- process control
- resource constraints
- resource management
- state space
- design methodology
- resource consumption
- manufacturing systems
- markov decision processes
- policy search
- manufacturing environment
- learning process