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Michael Burke — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Michael Burke
13
papers ·
4
citations ·
35
h-index
University of Edinburgh
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Multi-Step First: A Lightweight Deep Reinforcement Learning Strategy for Robust Continuous Control with Partial Observability
2022 · 1 citations
Advancements and Challenges in Continual Reinforcement Learning: A Comprehensive Review
2025
Residual Learning from Demonstration: Adapting DMPs for Contact-rich Manipulation
2020
IV-Posterior: Inverse Value Estimation for Interpretable Policy Certificates
2020
Top co-authors
Amara Zuffer
· 1
Dana Kuli\'c
· 1
Franziska Meier
· 1
Kartic Subr
· 1
Kevin Sebastian Luck
· 1
Lingheng Meng
· 1
Mehrtash Harandi
· 1
Nicholas K. Taylor
· 1
Rob Gorbet
· 1
Stefan Schaal
· 1
Subramanian Ramamoorthy
· 1
Tatiana López-Guevara
· 1
Topics
Meta-RL
Model-Based RL
Policy Gradient
Multi-Agent
Value-Based
Exploration
cs.GR
cs.RO
Safe RL