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Michael A. Osborne — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Michael A. Osborne
12
papers ·
34
citations ·
35
h-index
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Most-cited papers
Revisiting Design Choices in Offline Model-Based Reinforcement Learning
2021 · 6 citations
Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations
2022 · 4 citations
Bayesian Optimization for Iterative Learning
2019 · 3 citations
Bayesian Generational Population-Based Training
2022 · 3 citations
On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations
2022 · 2 citations
Fingerprint Policy Optimisation for Robust Reinforcement Learning
2018 · 1 citations
Walking the Values in Bayesian Inverse Reinforcement Learning
2024
Top co-authors
Cong Lu
· 4
Jack Parker-Holder
· 3
Philip J. Ball
· 3
Tim G. J. Rudner
· 2
Yee Whye Teh
· 2
Alessandro Abate
· 1
Binxin Ru
· 1
Konstantinos Gatsis
· 1
Loc Nguyen
· 1
Ondřej Bajgar
· 1
Sebastian Schulze
· 1
Shimon Whiteson
· 1
Topics
Model-Based RL
Offline RL
Policy Gradient
Exploration
Meta-RL
Safe RL
Value-Based