Deep Reinforcement Learning to Automate Cryptocurrency Trading.
Dimitri MahayanaElbert ShanMuhammad Fadhl'AbbasPublished in: ICSET (2022)
Keyphrases
- reinforcement learning
- function approximation
- state space
- reinforcement learning algorithms
- electronic commerce
- model free
- optimal control
- learning algorithm
- foreign exchange
- action selection
- optimal policy
- multi agent
- trading systems
- learning capabilities
- trading strategies
- temporal difference learning
- neural network
- temporal difference
- markov decision processes
- long term
- data sets
- robot control
- deep learning
- case study
- function approximators
- machine learning
- real world
- transition model
- agent mediated
- robotic control