A Deep Reinforcement Learning Approach for Trading Optimization in the Forex Market with Multi-Agent Asynchronous Distribution.
Davoud SaraniParviz Rashidi KhazaeePublished in: CoRR (2024)
Keyphrases
- foreign exchange
- reinforcement learning
- multi agent
- exchange rate
- financial markets
- futures market
- early warning
- function approximation
- state space
- optimization problems
- optimization algorithm
- trading systems
- trading strategies
- cooperative
- model free
- stock exchange
- multi agent systems
- decision making
- reinforcement learning algorithms
- electronic commerce
- intelligent agents
- multiple agents
- reinforcement learning agents
- dynamic programming
- probability distribution
- markov decision processes
- optimization method
- multiagent systems
- electronic markets
- autonomous agents
- electronic marketplaces
- trading agents
- multi agent reinforcement learning
- optimal control
- stock price
- genetic algorithm