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Wei-Yun Yau

11 accepted papers

2026

R-FAC: Resilient Value Function Factorization for Multi-Robot Efficient Search with Individual Failure Probabilities

ICRA 2026poster

This paper investigates the resilient multi-robot efficient search problem (R-MuRES), which aims at coordinating multiple robots for the minimal time detection of a 'non-adversarial' moving target. R-MuRES faces challenges like robot malfunctions and withdrawals during task execution, leading to a v…

Cited by 0SourceScholar
2025

Dragonfly Drone: A Novel Tilt-Rotor Aerial Platform with Body-Morphing Capability

ICRA 2025

The development of unmanned aerial vehicles (UAVs) with extended maneuverability has unlocked new applications such as complex inspection tasks at height. In this work, we introduce the Dragonfly drone, a novel tilt-rotor body-morphing UAV, capable of altering its shape and orientation without compr

Cited by 1SourceScholar
2025

Multi-Robot Reliable Navigation in Uncertain Topological Environments With Graph Attention Networks

RA-L 2025

This paper studies the multi-robot reliable navigation problem in uncertain topological networks, which aims at maximizing the robot team's on-time arrival probabilities in the face of road network uncertainties. The uncertainty in these networks stems from the unknown edge traversability, which is

Cited by 2SourcecodeScholar
2025

Realm: Real-Time Line-of-Sight Maintenance in Multi-Robot Navigation with Unknown Obstacles

ICRA 2025

Multi-robot navigation in complex environments relies on inter-robot communication and mutual observation for situational awareness. This paper studies the multi-robot navigation problem in unknown environments with line-ofsight (LoS) connectivity constraints. While previous works are limited to kno

Cited by 8SourcecodeScholar
2024

Multi-Robot Active Graph Exploration with Reduced Pose-SLAM Uncertainty via Submodular Optimization

IROS 2024poster

This paper considers the multi-robot active graph exploration problem, where robots need to collaboratively cover a graph environment while maintaining reliable pose estimation in collaborative Simultaneous Localization and Mapping (SLAM). Considering both objectives presents challenges for multi-ro…

Cited by 2SourcecodeScholar
2024

Reconfigurable Multi-Rotor for High-Precision Physical Interaction

IROS 2024poster

Unmanned aerial vehicles (UAVs) for contact-based tasks at height can greatly improve the safety of the human workers involved. However, performing contact-based tasks with typical under-actuated UAVs is non-trivial. Due to their coupled translational and rotational dynamics and their limited statio…

Cited by 1SourceScholar
2024

Transformer-based Multi-Agent Reinforcement Learning for Generalization of Heterogeneous Multi-Robot Cooperation

IROS 2024

Recent advances in multi-agent reinforcement learning (MARL) have significantly enhanced cooperation capabilities within multi-robot teams. However, the application to heterogeneous teams poses the critical challenge of combinatorial generalization—adapting learned policies to teams with new composi

Cited by 8SourceScholar
2023

EM-Patroller: Entropy Maximized Multi-Robot Patrolling With Steady State Distribution Approximation

RA-L 2023

This letter investigates the multi-robot patrolling (MuRP) problem in a discrete environment with the objective of achieving uniform node coverage probability distribution by the robot team. Existing MuRP solutions for uniform node coverage either involve high computational complexity for the global

Cited by 14SourceScholar
2022

PD-FAC: Probability Density Factorized Multi-Agent Distributional Reinforcement Learning for Multi-Robot Reliable Search

RA-L 2022

This letter presents a new range of multi-robot search for a non-adversarial moving target problems, namely multi-robot reliable search (MuRRS). The term ‘reliability’ in MuRRS is defined as the expectation of a predefined utility function over the probability density function (PDF) of the target’s

Cited by 15SourceScholar