drl-portfolio-management
This is done as CSCI 599 deep learning and its applications final project at USC Fall 2017
For more information, you can read our report
Imitation Learning
Deep Deterministic Policy Gradient
We use dataset from kaggle. It can be found here
A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem
The environment is inspired by https://github.com/wassname/rl-portfolio-management
DDPG implementation is inspired by http://pemami4911.github.io/blog/2016/08/21/ddpg-rl.html
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