Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning.

Abhishek Nan Anandh Perumal Osmar R. Zaïane

Published 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