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Anirudh Natarajan

2 accepted papers

2023

Shared Control of Assistive Robots through User-intent Prediction and Hyperdimensional Recall of Reactive Behavior

ICRA 2023poster

There is increasing interest in shared control for assistive robotics with adaptable levels of supervised autonomy. In this work, we present a user-adaptive multi-layer shared control scheme for control of assistive devices. The system leverages the advantages of brain-inspired hyperdimensional comp…

Cited by 6SourceScholar
2022

On the Role of Hyperdimensional Computing for Behavioral Prioritization in Reactive Robot Navigation Tasks

ICRA 2022poster

Hyperdimensional computing (HDC) is a brain-inspired computing paradigm that operates on pseudo-random hypervectors, an information-rich, hardware-efficient representation that is robust to noise and facilitates learning with limited training data. This work explores how robot navigation tasks can l…

Cited by 13SourceScholar