Finding Optimal Trading History in Reinforcement Learning for Stock Market Trading

Sina Montazeri, Haseebullah Jumakhan, Amir Mirzaeinia

This paper investigates the optimization of temporal windows in Financial Deep Reinforcement Learning (DRL) models using 2D Convolutional Neural Networks (CNNs). We introduce a nov…