Deep Reinforcement Learning Approach for Trading Automation in the Stock Market.
Taylan KabbaniEkrem DumanPublished in: IEEE Access (2022)
Keyphrases
- stock market
- reinforcement learning
- stock exchange
- trading rules
- stock data
- financial markets
- trading strategies
- trading systems
- trading signals
- foreign exchange
- stock trading
- short term
- technical indicators
- stock price
- stock index
- financial data
- financial information
- market data
- stock returns
- multi agent
- state space
- financial time series
- portfolio optimization
- listed companies
- garch model
- optimal policy
- machine learning
- transaction costs
- learning algorithm
- stock index futures
- financial news
- long term
- portfolio selection
- learning process
- empirical studies
- electronic commerce