Provably Safe Deep Reinforcement Learning for Robotic Manipulation in Human Environments

Jakob Thumm, Matthias Althoff

Deep reinforcement learning (RL) has shown promising results in the motion planning of manipulators. However, no method guarantees the safety of highly dynamic obstacles, such as h…