Domain Randomization for Simulation-Based Policy Optimization with Transferability Assessment

Fabio Muratore, Felix Treede, Michael Gienger, Jan Peters

Abstract: Exploration-based reinforcement learning on real robot systems is generally time-intensive and can lead to catastrophic robot failures. Therefore, simulation-based policy search appears to be an ap...