ExTraCT – Explainable trajectory corrections for language-based human-robot interaction using textual feature descriptions

ExTraCT offers a more explainable approach to understanding language corrections, which could facilitate learning human preferences. We also demonstrated the adaptability and effectiveness of ExTraCT in a complex scenarios like assistive feeding, presenting it as a versatile solution across various HRI applications.

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Publication Details

Journal
Frontiers in Robotics and AI
Published
2024-09-23
DOI
https://doi.org/10.3389/frobt.2024.1345693
Citations
6
Primary Topic
Topic Modeling
Type
article
Field-Weighted Citation Impact
2.08
Controls
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article

ExTraCT – Explainable trajectory corrections for language-based human-robot interaction using textual feature descriptions

J-Anne Yow, Manoj Ramanathan, Neha Priyadarshini Garg, Wei Tech Ang
6 citations
Frontiers in Robotics and AI
Topic Modeling
2.08
article

ExTraCT – Explainable trajectory corrections for language-based human-robot interaction using textual feature descriptions

J-Anne Yow, Manoj Ramanathan, Neha Priyadarshini Garg, Wei Tech Ang
article en
6 citations

Abstract

ExTraCT offers a more explainable approach to understanding language corrections, which could facilitate learning human preferences. We also demonstrated the adaptability and effectiveness of ExTraCT in a complex scenarios like assistive feeding, presenting it as a versatile solution across various HRI applications.

Frontiers in Robotics and AIVol. 11
Agency for Science, Technology and Research (SG), Singapore Institute for Clinical Sciences (SG)
Quality Education
Openalex Percentile: Top 11%
Topic Modeling
2.08
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