Autoencoder-augmented Neuroevolution for Visual Doom Playing

Samuel Alvernaz, Julian Togelius

Neuroevolution has proven effective at many reinforcement learning tasks, but does not seem to scale well to high-dimensional controller representations, which are needed for tasks…