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Stephen Roberts — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Stephen Roberts
23
papers ·
147
citations ·
70
h-index
Oxford Research Group · University of Oxford
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Effective Diversity in Population Based Reinforcement Learning
2020 · 46 citations
Ready Policy One: World Building Through Active Learning
2020 · 24 citations
Safety Guarantees for Planning Based on Iterative Gaussian Processes
2019 · 7 citations
Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment
2021 · 6 citations
Towards Tractable Optimism in Model-Based Reinforcement Learning
2020 · 1 citations
SafePILCO: a software tool for safe and data-efficient policy synthesis
2020
Top co-authors
Jack Parker-Holder
· 4
Aldo Pacchiano
· 3
Krzysztof Choromanski
· 3
Alessandro Abate
· 2
Kyriakos Polymenakos
· 2
Philip Ball
· 2
Andrea Patanè
· 1
Cong Lu
· 1
Jan-Peter Calliess
· 1
Luca Cardelli
· 1
Luca Laurenti
· 1
Marta Kwiatkowska
· 1
Topics
Model-Based RL
Exploration
Safe RL
Value-Based
Multi-Agent
Offline RL