activity
20232026
most citedDeploying and Evaluating LLMs to Program Service Mobile Robots

36 citations · 64 across the 12 of their papers we have counts for

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8 papers · 1 filter

cs.RO2026

VOFA: Visual Object Goal Pushing with Force-Adaptive Control for Humanoids

Zichao Hu, Zifan Xu, Dongsik Chang +6

The ability to push large objects in a goal-directed manner using onboard egocentric perception is an essential skill for humanoid robots to perform complex tasks such as material…

cs.RO2025

ComposableNav: Instruction-Following Navigation in Dynamic Environments via Composable Diffusion

Zichao Hu, Chen Tang, Michael J. Munje +6

This paper considers the problem of enabling robots to navigate dynamic environments while following instructions. The challenge lies in the combinatorial nature of instruction spe…

cs.RO2025

SocialNav-SUB: Benchmarking VLMs for Scene Understanding in Social Robot Navigation

Michael J. Munje, Chen Tang, Shuijing Liu +6

Robot navigation in dynamic, human-centered environments requires socially-compliant decisions grounded in robust scene understanding. Recent Vision-Language Models (VLMs) exhibit…

cs.RO2024★ 9 cited

HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments

Shuijing Liu, Haochen Xia, Fatemeh Cheraghi Pouria +5

We study the problem of robot navigation in dense and interactive crowds with static constraints such as corridors and furniture. Previous methods fail to consider all types of spa…

cs.RO2024

SoMaSLAM: 2D Graph SLAM for Sparse Range Sensing with Soft Manhattan World Constraints

Jeahn Han, Zichao Hu, Seonmo Yang +2

We propose a graph SLAM algorithm for sparse range sensing that incorporates a soft Manhattan world utilizing landmark-landmark constraints. Sparse range sensing is necessary for t…

cs.RO2023★ 17 cited

Efficient 2D Graph SLAM for Sparse Sensing

Hanzhi Zhou, Zichao Hu, Sihang Liu +1

Simultaneous localization and mapping (SLAM) plays a vital role in mapping unknown spaces and aiding autonomous navigation. Virtually all state-of-the-art solutions today for 2D SL…

cs.RO2023★ 36 cited

Deploying and Evaluating LLMs to Program Service Mobile Robots

Zichao Hu, Francesca Lucchetti, Claire Schlesinger +5

Recent advancements in large language models (LLMs) have spurred interest in using them for generating robot programs from natural language, with promising initial results. We inve…

cs.RO2023★ 1 cited

Rethinking Social Robot Navigation: Leveraging the Best of Two Worlds

Amir Hossain Raj, Zichao Hu, Haresh Karnan +6

Empowering robots to navigate in a socially compliant manner is essential for the acceptance of robots moving in human-inhabited environments. Previously, roboticists have develope…