65 citations · 148 across the 10 of their papers we have counts for
4 papers · 1 filter
Simultaneous Object Reconstruction and Grasp Prediction using a Camera-centric Object Shell Representation
Nikhil Chavan-Dafle, Sergiy Popovych, Shubham Agrawal +2
Being able to grasp objects is a fundamental component of most robotic manipulation systems. In this paper, we present a new approach to simultaneously reconstruct a mesh and a den…
Fit2Form: 3D Generative Model for Robot Gripper Form Design
Huy Ha, Shubham Agrawal, Shuran Song
The 3D shape of a robot's end-effector plays a critical role in determining it's functionality and overall performance. Many industrial applications rely on task-specific gripper d…
AdaGrasp: Learning an Adaptive Gripper-Aware Grasping Policy
Zhenjia Xu, Beichun Qi, Shubham Agrawal +1
This paper aims to improve robots' versatility and adaptability by allowing them to use a large variety of end-effector tools and quickly adapt to new tools. We propose AdaGrasp, a…
Automatic Differentiation and Continuous Sensitivity Analysis of Rigid Body Dynamics
David Millard, Eric Heiden, Shubham Agrawal +1
A key ingredient to achieving intelligent behavior is physical understanding that equips robots with the ability to reason about the effects of their actions in a dynamic environme…