Human Robot Interaction
Human-robot interaction (HRI) research focuses on designing robots that can effectively and naturally interact with humans, aiming to improve collaboration, communication, and overall user experience. Current research emphasizes developing robots capable of understanding and responding to diverse human behaviors, including speech, gestures, and even physiological signals, often employing machine learning models like vision transformers, convolutional neural networks, and reinforcement learning algorithms to achieve this. These advancements are significant because they pave the way for safer, more intuitive, and productive human-robot collaborations across various domains, from industrial settings to assistive technologies and service robotics.
Papers
Legible and Proactive Robot Planning for Prosocial Human-Robot Interactions
Jasper Geldenbott, Karen Leung
Embodied AI with Two Arms: Zero-shot Learning, Safety and Modularity
Jake Varley, Sumeet Singh, Deepali Jain, Krzysztof Choromanski, Andy Zeng, Somnath Basu Roy Chowdhury, Avinava Dubey, Vikas Sindhwani
Human Stress Response and Perceived Safety during Encounters with Quadruped Robots
Ryan Gupta, Hyonyoung Shin, Emily Norman, Keri K. Stephens, Nanshu Lu, Luis Sentis
ROXIE: Defining a Robotic eXplanation and Interpretability Engine
Francisco J. Rodríguez-Lera, Miguel A. González-Santamarta, Alejandro González-Cantón, Laura Fernández-Becerra, David Sobrín-Hidalgo, Angel Manuel Guerrero-Higueras
Risk-Calibrated Human-Robot Interaction via Set-Valued Intent Prediction
Justin Lidard, Hang Pham, Ariel Bachman, Bryan Boateng, Anirudha Majumdar
Learning Early Social Maneuvers for Enhanced Social Navigation
Yigit Yildirim, Mehmet Suzer, Emre Ugur
Vid2Real HRI: Align video-based HRI study designs with real-world settings
Elliott Hauser, Yao-Cheng Chan, Sadanand Modak, Joydeep Biswas, Justin Hart
Extended Reality for Enhanced Human-Robot Collaboration: a Human-in-the-Loop Approach
Yehor Karpichev, Todd Charter, Jayden Hong, Amir M. Soufi Enayati, Homayoun Honari, Mehran Ghafarian Tamizi, Homayoun Najjaran
Bayesian Optimization for Sample-Efficient Policy Improvement in Robotic Manipulation
Adrian Röfer, Iman Nematollahi, Tim Welschehold, Wolfram Burgard, Abhinav Valada
Human Reactions to Incorrect Answers from Robots
Ponkoj Chandra Shill, Md. Azizul Hakim, Muhammad Jahanzeb Khan, Bashira Akter Anima