Graph-based State Representation for Deep Reinforcement Learning

Vikram Waradpande, Daniel Kudenko, Megha Khosla

Deep RL approaches build much of their success on the ability of the deep neural network to generate useful internal representations. Nevertheless, they suffer from a high sample-c…