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Michael Burke β most-cited papers & profile Β· Generative Models
β authors
Β·
overview
Michael Burke
14
papers Β·
3
citations Β·
35
h-index
University of Edinburgh
Google Scholar β
Semantic Scholar β
OpenAlex β
Most-cited papers
Multi-Step First: A Lightweight Deep Reinforcement Learning Strategy for Robust Continuous Control with Partial Observability
2022 Β· 1 citations
Quasi-Periodic Gaussian Process Predictive Iterative Learning Control
2026
From explanation to synthesis: Compositional program induction for learning from demonstration
2019
From explanation to synthesis: Compositional program induction for learning from demonstration
2019
Composing Diverse Policies for Temporally Extended Tasks
2019
Residual Learning from Demonstration: Adapting DMPs for Contact-rich Manipulation
2020
Residual Learning from Demonstration: Adapting DMPs for Contact-rich Manipulation
2020
Multi-Step First: A Lightweight Deep Reinforcement Learning Strategy for Robust Continuous Control with Partial Observability
2022
Learning robotic cutting from demonstration: Non-holonomic DMPs using the Udwadia-Kalaba method
2022
Topics
Control
Manipulation
Policy Gradient
Multi-Agent
Perception
Program Repair
Code Generation
Code Models
Software Engineering
cs.GR