A reinforcement learning approach for transaction scheduling in a shuttle-based storage and retrieval system.
Banu Yetkin EkrenBartu ArslanPublished in: Int. Trans. Oper. Res. (2024)
Keyphrases
- reinforcement learning
- real time database systems
- tertiary storage
- scheduling algorithm
- scheduling problem
- information retrieval
- storage requirements
- function approximation
- state space
- information retrieval systems
- optimal policy
- model free
- concurrency control
- temporal difference
- resource allocation
- round robin
- timing constraints
- real time systems
- file system
- database
- flexible manufacturing systems
- transaction processing
- optimal control
- storage capacity
- action selection
- resource constraints
- retrieval method
- retrieval systems
- response time
- multi agent
- database systems
- storage and retrieval
- distributed database systems
- markov decision processes
- reinforcement learning algorithms
- transaction management
- resource consumption
- search engine
- storage management
- learning algorithm
- data mining