Code accompanying the paper: Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces
ZorkGym contains the Gym environment for the Zork domain.
deep_compressed_sensing.py - Train a DeepCS agent. imitation_learning_all.py - Train the Sparse-IL agent.
Notebooks directory contains the various notebooks used to evaluate the trained agents.