9 papers
Belief-Aware Influence and Trust (BAIT): Shaping Human Belief During Repeated Human-Robot Interaction
Ye-Ji Mun, Mahsa Golchoubian, Shahabedin Sagheb +4
Repeated human-robot interaction (HRI) requires proactively accounting for humans who continually adapt to evolving beliefs about the robot. Prior frameworks often treat encounters…
VTAM: Video-Tactile-Action Models for Complex Physical Interaction Beyond VLAs
Haoran Yuan, Weigang Yi, Zhenyu Zhang +9
Video-Action Models (VAMs) have emerged as a promising framework for embodied intelligence, learning implicit world dynamics from raw video streams to produce temporally consistent…
From Legible to Inscrutable Trajectories: (Il)legible Motion Planning Accounting for Multiple Observers
Ananya Yammanuru, Maria Lusardi, Nancy M. Amato +1
In cooperative environments, such as in factories or assistive scenarios, it is important for a robot to communicate its intentions to observers, who could be either other humans o…
A Taxonomy and Review of Algorithms for Modeling and Predicting Human Driver Behavior
Raunak P. Bhattacharyya, Kyle Brown, Juanran Wang +2
An open problem in autonomous driving research is modeling human driving behavior, which is needed for the planning component of the autonomy stack, safety validation through traff…
COMMET: A System for Human-Induced Conflicts in Mobile Manipulation of Everyday Tasks
Dongping Li, Shaoting Peng, John Pohovey +1
Continuous advancements in robotics and AI are driving the integration of robots from industry into everyday environments. However, dynamic and unpredictable human activities in da…
Hierarchical Intention Tracking with Switching Trees for Real-Time Adaptation to Dynamic Human Intentions during Collaboration
Zhe Huang, Ye-Ji Mun, Fatemeh Cheraghi Pouria +1
During collaborative tasks, human behavior is guided by multiple levels of intentions that evolve over time, such as task sequence preferences and interaction strategies. To adapt…