Reinforcement Learning Approach to Forex Trading using Price Changes Trend.
Sakulpetch BuaphanLuepol PipanmaekapornSuwatchai KamonsantirojPublished in: IIAI-AAI-Winter (2022)
Keyphrases
- reinforcement learning
- foreign exchange
- exchange rate
- model free
- electronic commerce
- function approximation
- markov decision processes
- state space
- temporal difference
- reinforcement learning algorithms
- stock market
- financial markets
- learning process
- partially observable
- early warning
- reinforcement learning methods
- robotic control
- optimal policy
- learning classifier systems
- supervised learning
- electronic marketplaces
- temporal difference learning
- multi agent
- machine learning
- turning points
- neural network