Gregory Dudek

Gregory Dudek

McGill University

H-index: 52

North America-Canada

About Gregory Dudek

Gregory Dudek, With an exceptional h-index of 52 and a recent h-index of 30 (since 2020), a distinguished researcher at McGill University, specializes in the field of robotics, computer vision, artificial intelligence, recommender system, shape.

His recent articles reflect a diverse array of research interests and contributions to the field:

A comparison of RL-based and PID controllers for 6-DOF swimming robots: hybrid underwater object tracking

Constrained Robotic Navigation on Preferred Terrains Using LLMs and Speech Instruction: Exploiting the Power of Adverbs

Probabilistic Mobility Load Balancing for Multi-band 5G and Beyond Networks

System and method for WiFi-based indoor localization via unsupervised domain adaptation

PhotoBot: Reference-Guided Interactive Photography via Natural Language

Hierarchical policy learning for hybrid communication load balancing

Ultra-wideband enabled one-for-all smart remote

Hallucination Detection and Hallucination Mitigation: An Investigation

Gregory Dudek Information

University

Position

Professor of Computer Science Center for Intelligent Machines

Citations(all)

13111

Citations(since 2020)

3643

Cited By

10765

hIndex(all)

52

hIndex(since 2020)

30

i10Index(all)

207

i10Index(since 2020)

95

Email

University Profile Page

McGill University

Google Scholar

View Google Scholar Profile

Gregory Dudek Skills & Research Interests

robotics

computer vision

artificial intelligence

recommender system

shape

Top articles of Gregory Dudek

Title

Journal

Author(s)

Publication Date

A comparison of RL-based and PID controllers for 6-DOF swimming robots: hybrid underwater object tracking

arXiv preprint arXiv:2401.16618

Faraz Lotfi

Khalil Virji

Nicholas Dudek

Gregory Dudek

2024/1/29

Constrained Robotic Navigation on Preferred Terrains Using LLMs and Speech Instruction: Exploiting the Power of Adverbs

arXiv preprint arXiv:2404.02294

Faraz Lotfi

Farnoosh Faraji

Nikhil Kakodkar

Travis Manderson

David Meger

...

2024/4/2

Probabilistic Mobility Load Balancing for Multi-band 5G and Beyond Networks

arXiv preprint arXiv:2401.13792

Saria Al Lahham

Di Wu

Ekram Hossain

Xue Liu

Gregory Dudek

2024/1/24

System and method for WiFi-based indoor localization via unsupervised domain adaptation

2024/3/26

PhotoBot: Reference-Guided Interactive Photography via Natural Language

arXiv preprint arXiv:2401.11061

Oliver Limoyo

Jimmy Li

Dmitriy Rivkin

Jonathan Kelly

Gregory Dudek

2024/1/19

Hierarchical policy learning for hybrid communication load balancing

2024/3/12

Ultra-wideband enabled one-for-all smart remote

2024/4/18

Hallucination Detection and Hallucination Mitigation: An Investigation

Junliang Luo

Tianyu Li

Di Wu

Michael Jenkin

Steve Liu

...

2024/1/16

A Neural-Evolutionary Algorithm for Autonomous Transit Network Design

arXiv preprint arXiv:2403.07917

Andrew Holliday

Gregory Dudek

2024/2/27

Learning Heuristics for Transit Network Design and Improvement with Deep Reinforcement Learning

arXiv preprint arXiv:2404.05894

Andrew Holliday

Ahmed El-Geneidy

Gregory Dudek

2024/4/8

Computational principles of mobile robotics

Gregory Dudek

Michael Jenkin

2024/1/31

Reference-Guided Robotic Photography Through Natural Language Interaction

Oliver Limoyo

Jimmy Li

Dmitriy Rivkhin

Jonathan Kelly

Gregory Dudek

2024

Apparatus and method for controlling a robot photographer with semantic intelligence

2024/4/4

A Generic Framework for Byzantine-tolerant Consensus Achievement in Robot Swarms

Hanqing Zhao

Alexandre Pacheco

Volker Strobel

Andreagiovanni Reina

Xue Liu

...

2023/10/1

Adaptive Dynamic Programming for Energy-Efficient Base Station Cell Switching

arXiv preprint arXiv:2310.12999

Junliang Luo

Yi Tian Xu

Di Wu

Michael Jenkin

Xue Liu

...

2023/10/5

Millimeter-wave beam alignment assisted by ultra wide band (UWB) radio

2023/3/28

Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios

ACM Transactions on Sensor Networks

Ju Wang

Xi Chen

Xue Liu

Gregory Dudek

2023/5/17

Method and apparatus for distributing traffic load between different communication cells

2023/11/21

Multi-agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks

Jikun Kang

Di Wu

Ju Wang

Ekram Hossain

Xue Liu

...

2023/5/28

Robust Scuba Diver Tracking and Recovery in Open Water Using YOLOv7, SORT, and Spiral Search

Faraz Lotfi

Khalil Virji

Gregory Dudek

2023/6/6

See List of Professors in Gregory Dudek University(McGill University)

Co-Authors

H-index: 82
Nicholas Roy

Nicholas Roy

Massachusetts Institute of Technology

H-index: 72
John K. Tsotsos

John K. Tsotsos

York University

H-index: 43
Michael Jenkin

Michael Jenkin

York University

H-index: 42
Ioannis Rekleitis

Ioannis Rekleitis

University of South Carolina

H-index: 28
Philippe Giguère

Philippe Giguère

Université Laval

H-index: 27
Junaed Sattar

Junaed Sattar

University of Minnesota-Twin Cities

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