20 citations · 22 across the 6 of their papers we have counts for
6 papers
Consistency Matters: Defining Demonstration Data Quality Metrics in Robot Learning from Demonstration
Maram Sakr, H. F. Machiel Van der Loos, Dana Kulic +1
Learning from Demonstration (LfD) empowers robots to acquire new skills through human demonstrations, making it feasible for everyday users to teach robots. However, the success of…
FLAIR: Feeding via Long-horizon AcquIsition of Realistic dishes
Rajat Kumar Jenamani, Priya Sundaresan, Maram Sakr +2
Robot-assisted feeding has the potential to improve the quality of life for individuals with mobility limitations who are unable to feed themselves independently. However, there ex…
How Can Everyday Users Efficiently Teach Robots by Demonstrations?
Maram Sakr, Zhikai Zhang, Benjamin Li +4
Learning from Demonstration (LfD) is a framework that allows lay users to easily program robots. However, the efficiency of robot learning and the robot's ability to generalize to…
Quantifying Demonstration Quality for Robot Learning and Generalization
Maram Sakr, Zexi Jesse Li, H. F. Machiel Van der Loos +2
Learning from Demonstration (LfD) seeks to democratize robotics by enabling diverse end-users to teach robots to perform a task by providing demonstrations. However, most LfD techn…
Design and Evaluation of an Augmented Reality Head-Mounted Display Interface for Human Robot Teams Collaborating in Physically Shared Manufacturing Tasks
Wesley P Chan, Geoffrey Hanks, Maram Sakr +4
We provide an experimental evaluation of a wearable augmented reality (AR) system we have developed for human-robot teams working on tasks requiring collaboration in shared physica…
Orientation Matters: 6-DoF Autonomous Camera Movement for Minimally Invasive Surgery
Alaa Eldin Abdelaal, Nancy Hong, Apeksha Avinash +4
We propose a new method for six-degree-of-freedom (6-DoF) autonomous camera movement for minimally invasive surgery, which, unlike previous methods, takes into account both the pos…