Maximizing Returns with Reinforcement Learning: A Paradigm Shift in Stock Market Portfolio Management.
Anirudh BhakarPriyanshu Senabaya DeoriYash Vardhan GautamSrinivasa K. G.Published in: TENCON (2023)
Keyphrases
- paradigm shift
- stock market
- portfolio management
- portfolio optimization
- trading signals
- financial data
- reinforcement learning
- sharpe ratio
- trading rules
- stock exchange
- stock index
- short term
- stock price
- financial time series
- transaction costs
- stock index futures
- portfolio selection
- financial markets
- optimal policy
- future development
- garch model
- long term
- neural network
- data streams
- data mining
- factor analysis
- multi objective