Abdallah Attawia

On Policy Learning Robust to Irreversible Events: An Application to Robotic In-Hand Manipulation

In this letter, we present an approach for learning in-hand manipulation skills with a low-cost, underactuated prosthetic hand in the presence of irreversible events. Our approach combines reinforcement learning based on visual perception with low-level reactive control based on tactile perception,