Optimized Forex Trading using Ensemble of Deep Q-Learning Agents.
Bagesh KumarAadharsh RoshanAyush BaranwalSankalp RajendranSahil SharmaAmritansh MishraO. P. VyasPublished in: IC3 (2022)
Keyphrases
- multi agent
- cooperative
- multi agent systems
- foreign exchange
- single agent
- action selection
- reinforcement learning
- learning algorithm
- multiple agents
- intelligent agents
- agent receives
- agent mediated
- exchange rate
- multi agent reinforcement learning
- multiagent systems
- learning agent
- multiagent learning
- software agents
- autonomous agents
- trading agents
- function approximation
- game theoretic
- state space
- trading strategies
- learning agents
- neural network
- agent technology
- ensemble methods
- resource allocation
- mobile agents
- decision trees
- electronic commerce
- dynamic environments
- ensemble learning
- financial markets
- coalition formation
- complex environments
- agent architecture
- training set
- training data
- decision making
- machine learning
- reward function
- automated negotiation
- learning rate
- feature selection