FeReD: Federated Reinforcement Learning in the DBMS.
Sotirios TzamarasRadu CiucanuMarta SoareSihem Amer-YahiaPublished in: CIKM (2022)
Keyphrases
- reinforcement learning
- database management systems
- function approximation
- database systems
- reinforcement learning algorithms
- state space
- database management
- robotic control
- digital libraries
- relational dbms
- action space
- model free
- markov decision processes
- data types
- temporal difference
- data model
- query processing
- database
- distributed systems
- data management
- supervised learning
- learning problems
- multi agent
- machine learning
- databases
- data base management systems
- optimal policy
- optimal control
- data processing
- data warehouse
- physical design
- data sources
- mobile robot
- accessing data
- multi agent systems