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Matthew Pan

5 accepted papers

2026

Learning Social Navigation from Positive and Negative Demonstrations and Rule-Based Specifications

ICRA 2026poster

Mobile robot navigation in dynamic human environments requires policies that balance adaptability to diverse behaviors with compliance to safety constraints. We hypothesize that integrating data-driven rewards with rule-based objectives enables navigation policies to achieve a more effective balance…

2026

SHARP: Supercomputing for High-Speed Avoidance and Reactive Planning

ICRA 2026poster

This paper presents SHARP (Supercomputing for High-speed Avoidance and Reactive Planning), a proof-of- concept study demonstrating how high-performance computing (HPC) can enable millisecond-scale responsiveness in robotic control. While modern robots face increasing demands for reactivity in human–…

Cited by 0Scholar
2026

The Turkish Ice Cream Robot: Examining Playful Deception in Social Human-Robot Interactions

ICRA 2026poster

Playful deception, a common feature in human social interactions, remains underexplored in Human-Robot Interaction (HRI). Inspired by the Turkish Ice Cream (TIC) vendor routine, we investigate how bounded, culturally familiar forms of deception influence user trust, enjoyment, engagement, and willin…

2023

Zero-shot Active Visual Search (ZAVIS): Intelligent Object Search for Robotic Assistants

ICRA 2023poster

In this paper, we focus on the problem of efficiently locating a target object described with free-form text using a mobile robot equipped with vision sensors (e.g., an RGBD camera). Conventional active visual search predefines a set of objects to search for, rendering these techniques restrictive i…

Cited by 15SourcecodeScholar
2020

Nonparametric Motion Retargeting for Humanoid Robots on Shared Latent Space

RSS 2020poster

In this work, we present a semi-supervised learning method to transfer human motion data to humanoid robots with varying kinematic configurations while avoiding self-collisions.To this end, we propose a data-driven motion retargeting named locally weighted latent learning which possesses the benefi…

Cited by 26SourcePDFScholar