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Ye-Ji Mun

4 accepted papers

2023

Hierarchical Intention Tracking for Robust Human-Robot Collaboration in Industrial Assembly Tasks

ICRA 2023poster

Collaborative robots require effective human intention estimation to safely and smoothly work with humans in less structured tasks such as industrial assembly, where human intention continuously changes. We propose the concept of intention tracking and introduce a collaborative robot system that con…

Cited by 16SourceScholar
2023

Occlusion-Aware Crowd Navigation Using People as Sensors

ICRA 2023poster

Autonomous navigation in crowded spaces poses a challenge for mobile robots due to the highly dynamic, partially observable environment. Occlusions are highly prevalent in such settings due to a limited sensor field of view and obstructing human agents. Previous work has shown that observed interact…

Cited by 21SourcecodeScholar
2023

Towards Robots that Influence Humans over Long-Term Interaction

ICRA 2023poster

When humans interact with robots influence is inevitable. Consider an autonomous car driving near a human: the speed and steering of the autonomous car will affect how the human drives. Prior works have developed frameworks that enable robots to influence humans towards desired behaviors. But while…

Cited by 9SourceScholar
2022

Multi-Agent Variational Occlusion Inference Using People as Sensors

ICRA 2022poster

Autonomous vehicles must reason about spatial occlusions in urban environments to ensure safety without being overly cautious. Prior work explored occlusion inference from observed social behaviors of road agents, hence treating people as sensors. Inferring occupancy from agent behaviors is an inher…

Cited by 27SourcecodeScholar