This repo contains an implementation of Hierarchical Masked Delta DQN, h-DQN-MD, as well as DQN and h-DQN.
h-DQN-MD uses observation masking and TDδ loss to achieve better scalability and performance over regular h-DQN, as covered in my masters thesis.
The project can be run using the crete python package.