activity
20232026
most citedAn Introduction to Causal Inference Methods for Observational Human-Robot Interaction Research

1 citations · 1 across the 5 of their papers we have counts for

collaborators

5 papers

cs.RO2026

Safe and Interpretable Multimodal Path Planning for Multi-Agent Cooperation

Haojun Shi, Suyu Ye, Katherine M. Guerrerio +5

Successful cooperation among decentralized agents requires each agent to quickly adapt its plan to the behavior of other agents. In scenarios where agents cannot confidently predic…

cs.RO2025

GUIDES: Guidance Using Instructor-Distilled Embeddings for Pre-trained Robot Policy Enhancement

Minquan Gao, Xinyi Li, Qing Yan +4

Pre-trained robot policies serve as the foundation of many validated robotic systems, which encapsulate extensive embodied knowledge. However, they often lack the semantic awarenes…

cs.CL2025

Augmented Vision-Language Models: A Systematic Review

Anthony C Davis, Burhan Sadiq, Tianmin Shu +1

Recent advances in visual-language machine learning models have demonstrated exceptional ability to use natural language and understand visual scenes by training on large, unstruct…

cs.RO2024

Social Robots for Sleep Health: A Scoping Review

Victor Nikhil Antony, Mengchi Li, Shu-Han Lin +2

Poor sleep health is an increasingly concerning public healthcare crisis, especially when coupled with a dwindling number of health professionals qualified to combat it. However, t…

cs.RO2023★ 1 cited

An Introduction to Causal Inference Methods for Observational Human-Robot Interaction Research

Jaron J. R. Lee, Gopika Ajaykumar, Ilya Shpitser +1

Quantitative methods in Human-Robot Interaction (HRI) research have primarily relied upon randomized, controlled experiments in laboratory settings. However, such experiments are n…