Michael Burke
Scholar

Michael Burke

Google Scholar ID: Abz56f4AAAAJ
Monash University
Robot learningImitation learningIntelligent RoboticsMachine Learning
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Citations & Impact
All-time
Citations
873
 
H-index
16
 
i10-index
20
 
Publications
20
 
Co-authors
64
list available
Contact
Emailmichael.g.burke@monash.eduGitHubOpen ↗
Publications
8 items
Quasi-Periodic Gaussian Process Predictive Iterative Learning Control
2026
Cited
0
A structural equation formulation for general quasi-periodic Gaussian processes
2025
Cited
0
Why Heuristic Weighting Works: A Theoretical Analysis of Denoising Score Matching
2025
Cited
0
Feedback-Induced Performance Decline in LLM-Based Decision-Making
2025
Cited
0
Advancements and Challenges in Continual Reinforcement Learning: A Comprehensive Review
2025
Cited
0
Learning a Neural Association Network for Self-supervised Multi-Object Tracking
arXiv.org · 2024
Cited
0
A Probabilistic Model for Skill Acquisition with Switching Latent Feedback Controllers
arXiv.org · 2024
Cited
0
Experimental Study on The Effect of Multi-step Deep Reinforcement Learning in POMDPs
2022
Cited
1
Resume (English only)
Co-authors
64 total
Subramanian Ramamoorthy
Subramanian Ramamoorthy
Professor of Robot Learning and Autonomy, School of Informatics, University of Edinburgh
Todor Davchev
Todor Davchev
Research Scientist, Google DeepMind
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Kartic Subr
Kartic Subr
University of Edinburgh
Co-author 7
Co-author 7
Timothy M. Hospedales
Timothy M. Hospedales
Vice President @ Samsung Research, Professor @ Edinburgh University, IEEE Fellow