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Albert Wu

10 accepted papers

2024

One-Shot Transfer of Long-Horizon Extrinsic Manipulation Through Contact Retargeting

IROS 2024

Extrinsic manipulation, the use of environment contacts to achieve manipulation objectives, enables strategies that are otherwise impossible with a parallel jaw gripper. However, orchestrating a long-horizon sequence of contact interactions between the robot, object, and environment is notoriously c

Cited by 11SourceScholar
2023

Real-Time Model Predictive Control and System Identification Using Differentiable Simulation

RA-L 2023

Transferring a controller from a simulated environment to a physical system is regarded as a challenging problem in robotics. We present a method for continuous improvement of modeling and control <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">after

Cited by 10SourceScholar
2022

Learning Diverse and Physically Feasible Dexterous Grasps with Generative Model and Bilevel Optimization

CoRL 2022poster

To fully utilize the versatility of a multi-fingered dexterous robotic hand for executing diverse object grasps, one must consider the rich physical constraints introduced by hand-object interaction and object geometry. We propose an integrative approach of combining a generative model and a bilevel…

Cited by 34SourceScholar
2020

R3T: Rapidly-exploring Random Reachable Set Tree for Optimal Kinodynamic Planning of Nonlinear Hybrid Systems

ICRA 2020poster

We introduce R3T, a reachability-based variant of the rapidly-exploring random tree (RRT) algorithm that is suitable for (optimal) kinodynamic planning in nonlinear and hybrid systems. We developed tools to approximate reachable sets using polytopes and perform sampling-based planning with them. Thi…

Cited by 45SourceScholar
2015

A Gaussian Process Model of Quasar Spectral Energy Distributions

NeurIPS 2015poster

We propose a method for combining two sources of astronomical data, spectroscopy and photometry, that carry information about sources of light (e.g., stars, galaxies, and quasars) at extremely different spectral resolutions. Our model treats the spectral energy distribution (SED) of the radiation f…

Cited by 5SourcePDFScholar