Data management of scientific applications in a reinforcement learning-based hierarchical storage system.
Tianru ZhangAnkit GuptaMaría Andreína Francisco RodríguezOla SpjuthAndreas HellanderSalman ToorPublished in: Expert Syst. Appl. (2024)
Keyphrases
- data management
- reinforcement learning
- scientific data
- data intensive
- data access
- data storage
- data integration
- databases
- database management systems
- model free
- data warehousing
- hierarchical reinforcement learning
- data warehouse
- function approximation
- temporal difference
- optimal policy
- state space
- markov decision processes
- multi agent
- database systems
- dynamic programming
- hierarchical structure
- query processing
- hierarchical model
- transfer learning
- multi agent reinforcement learning
- mobile computing
- relational database systems
- file system
- distributed systems
- management system
- learning process
- learning algorithm