Felix Treede

Domain Randomization for Simulation-Based Policy Optimization with Transferability Assessment

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 appealing alternative. Unfor- tunately, running policy search on a slightly faulty simulator can easily l