In this project, I investigate curiosity-driven RL in a mobile 3D game called Shadowmatic. I re-implement the game from scratch in Unity for RL agent training using the ML-Agents library. 3D objects were taken from this repo.
Current results are preliminary but do not support curiosity-driven learning as defined by Pathak et al., 2017. Further investigations will follow.