Dr. Michael Burke

Assistant Professor

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Biography

Michael Burke is a Senior Lecturer specializing in robotic learning and control at Monash University, Australia. He previously worked as a research associate focusing on robotic learning at the University of Edinburgh from 2018 to 2020. Michael led the Mobile Intelligent Autonomous Systems group at the Council for Scientific and Industrial Research (CSIR) in South Africa, where he was responsible for a team of 20 staff and students working on projects involving computer vision, machine learning, and field robotics, starting in 2009. He obtained his PhD in statistical signal processing from the University of Cambridge between 2012 and 2016, and holds a Master's degree in electronic engineering from Stellenbosch University (2009-2011) as well as a Bachelor's degree in electronic engineering from the University of Pretoria (2005-2008). His research interests include the development of probabilistic machine learning and computer vision tools for robotics applications, specifically focusing on bridging robot perception and control through probabilistic programming and advances in representation learning. Michael possesses a broad background in robotics, data science, and computer vision research, contributing to industry and government applications across various fields, including agriculture and mining.

Research Interests

Experience

Senior Lecturer

2020-01-01 — Present

Monash University • Melbourne, Australia

Specializing in robotic learning and control within the Electrical and Computer Systems Engineering department.

Research Associate

2018-01-01 — 2020-01-01

University of Edinburgh • Edinburgh, Scotland

Focused on robotic learning.

Lead

2009-01-01 — Present

Mobile Intelligent Autonomous Systems group, CSIR • South Africa

Led a team working on computer vision, machine learning, and field robotics.

Awards

#

Paper Award AMDO

2014-01-01
#

Runner Up Paper CoRL

2019-01-01

Patents

Intelligent Robotics Pharmaceutical Formulation Development

2024-09-15

Chief Investigator on project.

Human Models Accelerated Robot Learning

2024-06-27

Chief Investigator on project.

Requirements for Monash University

Master Program
Requirements
GPA Requirement
Required:3
IELTS
Listening
Required:6
Reading
Required:6
Writing
Required:6
Speaking
Required:6
Overall
Required:6.5
TOEFL
Listening
Required:12
Reading
Required:13
Writing
Required:21
Speaking
Required:18
Total
Required:79
Prerequisites
Bachelor degree (or equivalent) in a related field
Application Checklist
  • Academic Transcripts
  • Proof of English Proficiency
  • Curriculum Vitae
  • Copy of Passport
Specialization Notes

Requirements are standardized across the Faculty of Information Technology for most Master's programs including Computer Science and Data Science.