A machine learning model that uses a convolutional neural network as the policy function in a reinforcement learning scheme. Ultimately aims to solve the portfolio management problem.
Inspiration borrowed from: https://arxiv.org/abs/1706.10059v2 And also: https://www.coursera.org/learn/convolutional-neural-networks/home/week/1