Data-Efficient Learning of Feedback Policies from Image Pixels using Deep Dynamical Models

John-Alexander M. Assael, Niklas Wahlström, Thomas B. Schön +1

Data-efficient reinforcement learning (RL) in continuous state-action spaces using very high-dimensional observations remains a key challenge in developing fully autonomous systems…