A Survey on Deep Reinforcement Learning for Data Processing and Analytics.
Qingpeng CaiCan CuiYiyuan XiongWei WangZhongle XieMeihui ZhangPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- data processing
- reinforcement learning
- data management
- big data
- data analysis
- computer systems
- learning analytics
- function approximation
- data mining
- reinforcement learning algorithms
- optimal policy
- business intelligence
- databases
- big data analytics
- learning problems
- machine learning
- state space
- multi agent
- learning algorithm
- transition model
- temporal difference
- robotic control
- case study
- markov decision processes
- stochastic approximation
- data sets
- knowledge discovery
- policy search
- neural network
- real world
- information retrieval
- genetic algorithm
- learning process
- hidden markov models
- least squares