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Simone Totaro — most-cited papers & profile · Reinforcement Learning
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Simone Totaro
5
papers ·
10
citations
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Semantic Scholar ↗
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Most-cited papers
Hierarchical reinforcement learning for efficient exploration and transfer
2020 · 3 citations
A general class of surrogate functions for stable and efficient reinforcement learning
2021 · 3 citations
Adaptive Smoothing Path Integral Control
2020 · 2 citations
Hierarchical Representation Learning for Markov Decision Processes
2021 · 2 citations
Lifelong Control of Off-grid Microgrid with Model Based Reinforcement Learning
2020
Top co-authors
Anders Jonsson
· 3
Lorenzo Steccanella
· 2
Bertrand Cornélusse
· 1
Damien Allonsius
· 1
Dominik Thalmeier
· 1
Hilbert J. Kappen
· 1
Ioannis Boukas
· 1
Marlos C. Machado
· 1
Matthieu Geist
· 1
Nicolas Le Roux
· 1
Olivier Bachem
· 1
Pablo Samuel Castro
· 1
Topics
Model-Based RL
Policy Gradient
Exploration
Meta-RL
Offline RL
Value-Based
Safe RL