Planning from Pixels using Inverse Dynamics Models

Keiran Paster, Sheila A. McIlraith, Jimmy Ba

Learning task-agnostic dynamics models in high-dimensional observation spaces can be challenging for model-based RL agents. We propose a novel way to learn latent world models by l…