How Much Do Unstated Problem Constraints Limit Deep Robotic Reinforcement Learning?

W. Cannon Lewis, Mark Moll, Lydia E. Kavraki

Deep Reinforcement Learning is a promising paradigm for robotic control which has been shown to be capable of learning policies for high-dimensional, continuous control of unmodele…