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Vishal Satish

3 accepted papers

2021

Mechanical Search on Shelves using Lateral Access X-RAY

IROS 2021poster

Finding an occluded object in a lateral access environment such as a shelf or cabinet is a problem that arises in many contexts such as warehouses, retail, healthcare, shipping, and homes. While this problem, known as mechanical search, is well-studied in overhead access environments, lateral access…

Cited by 32SourceScholar
2020

GOMP: Grasp-Optimized Motion Planning for Bin Picking

ICRA 2020poster

Rapid and reliable robot bin picking is a critical challenge in automating warehouses, often measured in picks-per-hour (PPH). We explore increasing PPH using faster motions based on optimizing over a set of candidate grasps. The source of this set of grasps is two-fold: (1) grasp-analysis tools suc…

Cited by 63SourceScholar
2019

On-Policy Dataset Synthesis for Learning Robot Grasping Policies Using Fully Convolutional Deep Networks

RA-L 2019

Rapid and reliable robot grasping for a diverse set of objects has applications from warehouse automation to home decluttering. One promising approach is to learn deep policies from synthetic training datasets of point clouds, grasps, and rewards sampled using analytic models with stochastic noise m

Cited by 115SourcecodeScholar