2 papers
cs.RO2026
Decision-Aware Uncertainty Evaluation of Vision-Language Model-Based Early Action Anticipation for Human-Robot Interaction
Zhaoda Du, Michael Bowman, Qiaojie Zheng +1
Robots in shared workspaces must interpret human actions from partial, ambiguous observations, where overconfident early predictions can lead to unsafe or disruptive interaction. T…
cs.RO2025
Human Motion Intent Inferencing in Teleoperation Through a SINDy Paradigm
Michael Bowman, Xiaoli Zhang
Intent inferencing in teleoperation has been instrumental in aligning operator goals and coordinating actions with robotic partners. However, current intent inference methods often…