Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning.
Abhishek NanAnandh PerumalOsmar R. ZaïanePublished in: DEXA (1) (2022)
Keyphrases
- reinforcement learning
- sentiment analysis
- opinion mining
- sentiment classification
- function approximation
- temporal abstractions
- electronic commerce
- trading systems
- temporal difference
- expert systems
- financial markets
- state space
- model free
- deep learning
- sentence level
- reinforcement learning algorithms
- optimal control
- markov decision processes
- text classification
- learning algorithm
- online reviews
- policy search
- learning problems
- optimal policy
- supply chain
- trading strategies
- reinforcement learning methods
- dynamic programming
- autonomous learning
- machine learning
- market data