IPAB Workshop - Non-prehensile Manipulation through RL
Abstract: Manipulation without grasping, known as non-prehensile manipulation, is essential for dexterous robots in contact-rich environments, but presents many challenges relating with under-actuation, hybrid-dynamics, and frictional uncertainty. Additionally, object occlusions in a scenario of contact uncertainty, and where there is a relative motion between the object and the robot, becomes a critical problem. In this talk, I will present some of our recent work on non-prehensile manipulation through a model-free paradigm with reinforcement learning.