Cloud-Based Robotic Grasping
This summer I will be working in Ken Goldberg’s Automation Lab on a project in surgical robotics. Currently most surgical robotics systems are not “true robots”; rather, the actuator components of the systems mirror the motions of a human surgeon operator. I will be conducting research into the possibility of increasing the autonomy of such surgical robotic systems. I will be working on the Raven surgical robot system to integrate a vision component to the overall system. After this first step I will then be conducting research into what is known as apprenticeship learning. Apprenticeship learning is a system under which a robotic system observes a human performing a simple task like tying a suture, and then replicates the same motions as demonstrated by the human. In effect, we want to train the robot through having it observe the actions of a human and then repeating those actions.
Message to Sponsor
- Major: Electrical Engineering and Computer Science
- Sponsor: Rose Hills Foundation
- Mentor: Ken Goldberg, Industrial Engineering & Operations Research