41 citations · 104 across the 45 of their papers we have counts for
6 papers · 1 filter
LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration Constraints
Qingyang Tan, Zherong Pan, Dinesh Manocha
We present LCollision, a learning-based method that synthesizes collision-free 3D human poses. At the crux of our approach is a novel deep architecture that simultaneously decodes…
Implicit Integration for Articulated Bodies with Contact via the Nonconvex Maximal Dissipation Principle
Zherong Pan, Kris Hauser
We present non-convex maximal dissipation principle (NMDP), a time integration scheme for articulated bodies with simultaneous contacts. Our scheme resolves contact forces via the…
Decision Making in Joint Push-Grasp Action Space for Large-Scale Object Sorting
Zherong Pan, Kris Hauser
We present a planner for large-scale (un)labeled object sorting tasks, which uses two types of manipulation actions: overhead grasping and planar pushing. The grasping action offer…
Robust & Asymptotically Locally Optimal UAV-Trajectory Generation Based on Spline Subdivision
Ruiqi Ni, Teseo Schneider, Daniele Panozzo +2
Generating locally optimal UAV-trajectories is challenging due to the non-convex constraints of collision avoidance and actuation limits. We present the first local, optimization-b…
Multi-Robot Path Planning Using Medial-Axis-Based Pebble-Graph Embedding
Liang He, Zherong Pan, Kiril Solovey +2
We present a centralized algorithm for labeled, disk-shaped Multi-Robot Path Planning (MPP) in a continuous planar workspace with polygonal boundaries. Our method automatically tra…
Deep Differentiable Grasp Planner for High-DOF Grippers
Min Liu, Zherong Pan, Kai Xu +2
We present an end-to-end algorithm for training deep neural networks to grasp novel objects. Our algorithm builds all the essential components of a grasping system using a forward-…