Dynamic Datasets and Market Environments for Financial Reinforcement Learning.
Xiao-Yang LiuZiyi XiaHongyang YangJiechao GaoDaochen ZhaMing ZhuChristina Dan WangZhaoran WangJian GuoPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- dynamic environments
- highly dynamic
- stock market
- financial data
- stock price
- decision making
- financial crisis
- function approximation
- stock returns
- neural network
- evaluation function
- open environments
- financial markets
- reinforcement learning algorithms
- database
- markov decision processes
- learning algorithm
- real world
- data sets