Knowledge transfer for adaptive maintenance policy optimization in engineering fleets based on meta-reinforcement learning.
Jianda ChengMinghui ChengYan LiuJun WuWei LiDan M. FrangopolPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- knowledge transfer
- reinforcement learning
- transfer learning
- optimal policy
- knowledge sharing
- cross domain
- transferring knowledge
- policy search
- function approximation
- learning tasks
- action selection
- engineering design
- actor critic
- mutual adaptation
- control policy
- markov decision processes
- reward function
- markov decision process
- state space
- information technology
- machine learning
- real world
- text categorization
- text classification
- supervised learning
- software engineering
- object oriented
- action space
- active learning
- transfer knowledge