Autoencoder-augmented Neuroevolution for Visual Doom Playing

no code implementations • 12 Jul 2017 • 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 where the input is raw pixel data.

reinforcement-learning Reinforcement Learning (RL)