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This was a competition task at NeurIPS 2018 and I thoroughly enjoyed making this project.
The code features a variety of agents, each with a different reward policy and thus named accordingly. Code availaible here.
Was also my course project in the course of Artificial Intelligence, and we managed to among the best two projects in the course.