Attempted Reproduction of Deepmind’s StarCraft II Research
UPDATE on 10/26/19
After two years of getting more into this field of RL research, I realized this reproduction was not even close to the original implementation. I would recommend https://github.com/simonmeister/pysc2-rl-agents as a better reproduction. I am archiving this repo.
You may view the Jupyter Writeup here. In this project, we
- Utilized Openai Gym to interact with Pysc2, the SC II Learning Environment
- Successfully incorporated Tensorforce, a reinforcement learning framework, to train SC II game agents
- Constructed maintainable and understandable machine learning code