most citedTwo Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction

1 citations · 1 across the 3 of their papers we have counts for

collaborators

5 papers

cs.RO2026

TacGELLO: Tactile Contact Feedback for a 3D-Printed Teleoperation Leader

Younsoo Kim, Sangmin Song, Sarath Kodagoda +2

Passive leader arms transmit an operator's motion without returning remote contact or load cues. TacGELLO uses the existing servos of a 3D-printed leader for tactile contact feedba…

cs.CV2026

VOIM: Training-Free Open-Vocabulary 3D Instance Mapping for RGB-D and Monocular SLAM

Sangmin Song, Sarath Kodagoda, Marc G. Carmichael +4

We present Voxel-Grounded Online Instance Manager (VOIM), a training-free voxel-grounded instance manager that builds open-vocabulary 3D instance maps from RGB-D or from monocular…

cs.CV2026

Overcoming Visual Clutter in Vision Language Action Models via Concept-Gated Visual Distillation

Sangmim Song, Sarath Kodagoda, Marc Carmichael +1

Vision-Language-Action (VLA) models demonstrate impressive zero-shot generalization but frequently suffer from a "Precision-Reasoning Gap" in cluttered environments. This failure i…

cs.MA2024★ 1 cited

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction

Mitchell Rosser, Marc. G Carmichael

With the recent development of natural language generation models - termed as large language models (LLMs) - a potential use case has opened up to improve the way that humans inter…

cs.RO2024

Guide-LLM: An Embodied LLM Agent and Text-Based Topological Map for Robotic Guidance of People with Visual Impairments

Sangmim Song, Sarath Kodagoda, Amal Gunatilake +3

Navigation presents a significant challenge for persons with visual impairments (PVI). While traditional aids such as white canes and guide dogs are invaluable, they fall short in…