Towards a Deep Reinforcement Learning based approach for real time decision making and resource allocation for Prognostics and Health Management applications.
Ricardo LudekeP. Stephan HeynsPublished in: ICPHM (2023)
Keyphrases
- resource allocation
- health management
- real time
- decision making
- reinforcement learning
- engineering systems
- resource usage
- resource allocation problems
- decentralized decision making
- resource management
- allocation problems
- allocation strategies
- optimal resource allocation
- decision makers
- decision support system
- scarce resources
- decision support
- fuzzy logic
- data mining
- dynamic resource allocation
- resource allocation decisions
- combinatorial auctions
- allocate resources
- learning agent
- data driven approaches
- control system
- artificial neural networks
- multi agent
- learning algorithm
- machine learning