Sabina Kamińska

FF-SRL: High Performance GPU-Based Surgical Simulation For Robot Learning

Robotic surgery is a rapidly developing field that can greatly benefit from the automation of surgical tasks. However, training techniques such as Reinforcement Learning (RL) require a high number of task repetitions, which are generally unsafe and impractical to perform on real surgical systems. Th…