We have been invited to give an invited talk titled “Deep Reinforcement Learning in Robotics: Bridging the Gap between Simulation and Real-world Applications” at the “Contributions to Control Systems” seminar series, Institute of Automatic Control, RWTH Aachen University, Aachen, Germany.