This document discusses using deep reinforcement learning for portfolio optimization by comparing deep learning models like RNN and CNN to traditional risk management ratio approaches on a test portfolio of daily assets from 2018-2019.

1. Portfolio Optimisation
Deep Reinforcement Learning

2. The existing code base considered for
PoC

3. Test Portfolio Assets: 2018-2019 daily

4. Deep RL (RNN and CNN) vs RMR