Modularization of End-to-End Learning: Case Study in Arcade Games

Andrew Melnik, Sascha Fleer, Malte Schilling +1

Complex environments and tasks pose a difficult problem for holistic end-to-end learning approaches. Decomposition of an environment into interacting controllable and non-controlla…