Deep Gaussian Covariance Network with Trajectory Sampling for Data-Efficient Policy Search

Can Bogoclu, Robert Vosshall, Kevin Cremanns +1

Probabilistic world models increase data efficiency of model-based reinforcement learning (MBRL) by guiding the policy with their epistemic uncertainty to improve exploration and a…