Dreaming Smoothly and Sample Efficiently with Gradient Penalized Latent Dynamics

Romil V. Sonigra, P. R. Kumar

Model-based reinforcement learning improves sample efficiency by learning a world model. However, existing latent world models such as DreamerV3 do not explicitly enforce local smo…