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Enabling Technologies for More Accurate, Less Invasive Robotic Surgery
(Georgia Institute of Technology, 2012-09-05)
This seminar will focus on recent results from the Vanderbilt Medical & Electromechanical Design Laboratory on concentric tube robots, capsule endoscopy, and robotic cochlear implant surgery, together with a brief discussion ...
Transformations and Frontiers in Robot Motion and Manipulation
(2015-01-14)
Robotics is undergoing three transformations, which are changing our research focus and opening doors to new applications. The need for robotic manipulation in unstructured environments, human-robot collaborative systems, ...
Reinforcement Learning: Leveraging Deep Learning for Control
(Georgia Institute of Technology, 2020-11-04)
Reinforcement learning is getting a lot of attention lately. People are excited about its potential to solve complex problems in areas such as robotics and automated driving, where traditional control methods can be ...
Towards Visual Route Following for Mobile Robots…Forever!
(Georgia Institute of Technology, 2013-03-20)
In this talk I will describe a particular approach to visual route following for mobile robots that we have developed, called Visual Teach & Repeat (VT&R), and what I think the next steps are to make this system usable in ...
Mixed-Integer Convex Formulations for Planning Nonlinear Dynamics in Complex Environments
(Georgia Institute of Technology, 2016-10-19)
Humanoid robots walking across intermittent terrain, robotic arms grasping multifaceted objects, or UAVs
darting left or right around a tree — many of the dynamics and control problems we face today have an
inherently ...
Mechanical Intelligence in Robotic Manipulation: Towards Human-Level Dexterity in Robotic and Prosthetic Hands
(Georgia Institute of Technology, 2018-10-10)
The human hand is the pinnacle of dexterity – it has the ability to powerfully grasp a wide range of object sizes and shapes as well as delicately manipulate objects held within the fingertips. Current robotic and prosthetic ...
Efficient Lifelong Machine Learning
(2015-02-11)
Lifelong learning is a key characteristic of human intelligence, largely responsible for the variety and complexity of our behavior. This process allows us to rapidly learn new skills by building upon and continually ...
Turning Assistive Machines into Assistive Robots
(2015-01-21)
For decades, the potential for automation—in particular, in the form of smart wheelchairs—to aid those with motor or cognitive impairments, has been recognized. It is a paradox that often the more severe a person's motor ...
Interactive Sports Analytics: Going Beyond Spreadsheets
(2016-03-30)
Imagine watching a sports game live and having the ability to find all plays which are similar to what just happened immediately. Better still, imagine having the ability to draw a play with the x’s and o’s on an interface, ...