Predicting Sim-to-Real Transfer with Probabilistic Dynamics Models

Lei M. Zhang, Matthias Plappert, Wojciech Zaremba

We propose a method to predict the sim-to-real transfer performance of RL policies. Our transfer metric simplifies the selection of training setups (such as algorithm, hyperparamet…