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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 15Source ↗code ↗Scholar ↗
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 26Source ↗PDF ↗Scholar ↗