Dynamic datasets and market environments for financial reinforcement learning.
Xiao-Yang LiuZiyi XiaHongyang YangJiechao GaoDaochen ZhaMing ZhuChristina Dan WangZhaoran WangJian GuoPublished in: Mach. Learn. (2024)
Keyphrases
- reinforcement learning
- dynamic environments
- stock market
- decision making
- highly dynamic
- financial markets
- real world
- financial data
- database
- financial crisis
- stock price
- financial institutions
- benchmark datasets
- listed companies
- learning agents
- foreign exchange
- function approximation
- reinforcement learning algorithms
- synthetic datasets
- learning problems
- autonomous agents
- supervised learning
- data sets