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
Real-Time Multimodal Signal Processing for HRI in RoboCup: Understanding a Human Referee
Filippo Ansalone, Flavio Maiorana, Daniele Affinita, Flavio Volpi, Eugenio Bugli, Francesco Petri, Michele Brienza, Valerio Spagnoli, Vincenzo Suriani, Daniele Nardi, Domenico D. Bloisi
Effect of Adaptive Communication Support on Human-AI Collaboration
Shipeng Liu, FNU Shrutika, Boshen Zhang, Zhehui Huang, Feifei Qian
One to rule them all: natural language to bind communication, perception and action
Simone Colombani, Dimitri Ognibene, Giuseppe Boccignone
Time is on my sight: scene graph filtering for dynamic environment perception in an LLM-driven robot
Simone Colombani, Luca Brini, Dimitri Ognibene, Giuseppe Boccignone
Safe Reinforcement Learning of Robot Trajectories in the Presence of Moving Obstacles
Jonas Kiemel, Ludovic Righetti, Torsten Kröger, Tamim Asfour
Development of a Human-Robot Interaction Platform for Dual-Arm Robots Based on ROS and Multimodal Artificial Intelligence
Thanh Nguyen Canh, Ba Phuong Nguyen, Hong Quan Tran, Xiem HoangVan
EMOTION: Expressive Motion Sequence Generation for Humanoid Robots with In-Context Learning
Peide Huang, Yuhan Hu, Nataliya Nechyporenko, Daehwa Kim, Walter Talbott, Jian Zhang
A Comparison of Prompt Engineering Techniques for Task Planning and Execution in Service Robotics
Jonas Bode, Bastian Pätzold, Raphael Memmesheimer, Sven Behnke