How are reinforcement learning and deep learning algorithms used for big data based decision making in financial industries-A review and research agenda.
Vinay SinghShiuann-Shuoh ChenMinal SinghaniaBrijesh NanavatiArpan kumar karAgam GuptaPublished in: Int. J. Inf. Manag. Data Insights (2022)
Keyphrases
- big data
- decision making
- reinforcement learning
- learning algorithm
- business intelligence
- cloud computing
- reinforcement learning algorithms
- deep architectures
- decision makers
- information processing
- data management
- unstructured data
- learning problems
- machine learning
- data analysis
- data visualization
- social media
- supervised learning
- decision support system
- vast amounts of data
- data science
- action selection
- data processing
- high volume
- knowledge discovery
- big data analytics
- information technology
- training data
- data warehousing
- decision support
- learning agent
- knowledge management
- health informatics
- active learning
- semi supervised
- massive data
- data analytics
- competitive environment
- database
- data intensive computing
- business analytics
- labeled data
- data model
- case study