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Suveer Garg

5 accepted papers

2024

HIO-SDF: Hierarchical Incremental Online Signed Distance Fields

ICRA 2024poster

A good representation of a large, complex mobile robot workspace must be space-efficient yet capable of encoding relevant geometric details. When exploring unknown environments, it needs to be updatable incrementally in an online fashion. We introduce HIO-SDF, a new method that represents the enviro…

Cited by 7SourcecodeScholar
2023

RAMP: Hierarchical Reactive Motion Planning for Manipulation Tasks Using Implicit Signed Distance Functions

IROS 2023poster

We introduce Reactive Action and Motion Planner (RAMP), which combines the strengths of sampling-based and reactive approaches for motion planning. In essence, RAMP is a hierarchical approach where a novel variant of a Model Predictive Path Integral (MPPI) controller is used to generate trajectories…

Cited by 12SourcecodeScholar
2023

Semantic Mapping with Confidence Scores through Metric Embeddings and Gaussian Process Classification

ICRA 2023poster

Recent advances in robotic mapping enable robots to use both semantic and geometric understanding of their surroundings to perform complex tasks. Current methods are optimized for reconstruction quality, but they do not provide a measure of how certain they are of their outputs. Therefore, algorithm…

Cited by 0SourceScholar
2022

Self-supervised Wide Baseline Visual Servoing via 3D Equivariance

IROS 2022poster

One of the challenging input settings for visual servoing is when the initial and goal camera views are far apart. Such settings are difficult because the wide baseline can cause drastic changes in object appearance and cause occlusions. This paper presents a novel self-supervised visual servoing me…

Cited by 2SourceScholar
2021

Perceived Usefulness of a Social Robot Augmented Telehealth Platform by Therapists in the United States

RA-L 2021

With the shortage of rehabilitation clinicians in rural areas and the ongoing COVID-19 pandemic, remote rehabilitation (telerehab) fills an important gap in access to rehabilitation, especially for the treatment of adults and children experiencing upper arm disability due to stroke and cerebral pals

Cited by 16SourceScholar