Deep Reinforcement Learning with Comprehensive Reward for Stock Trading.
Qibin ZhouTuo QuYuntao HanFuqing DuanPublished in: ICONIP (7) (2022)
Keyphrases
- domain experts
- reinforcement learning
- stock trading
- stock market data
- financial data
- function approximation
- stock market
- reward function
- stock exchange
- model free
- state space
- optimal policy
- machine learning
- eligibility traces
- reinforcement learning algorithms
- temporal difference
- markov decision processes
- action selection
- supervised learning
- policy gradient
- stock data
- learning algorithm
- learning agent
- data sets
- stock price
- social network analysis
- dynamic programming