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Marcello Restelli — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Marcello Restelli
50
papers ·
180
citations ·
30
h-index
Politecnico di Milano
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Sharing Knowledge in Multi-Task Deep Reinforcement Learning
2024 · 62 citations
MushroomRL: Simplifying Reinforcement Learning Research
2020 · 35 citations
Importance Weighted Transfer of Samples in Reinforcement Learning
2018 · 20 citations
Stochastic Variance-Reduced Policy Gradient
2018 · 16 citations
Smoothing Policies and Safe Policy Gradients
2019 · 6 citations
Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning
2020 · 4 citations
Sequential Transfer in Reinforcement Learning with a Generative Model
2020 · 3 citations
Inverse Reinforcement Learning from a Gradient-based Learner
2020 · 3 citations
Unsupervised Reinforcement Learning in Multiple Environments
2021 · 3 citations
The Importance of Non-Markovianity in Maximum State Entropy Exploration
2022 · 3 citations
Towards Theoretical Understanding of Inverse Reinforcement Learning
2023 · 3 citations
Truncating Trajectories in Monte Carlo Reinforcement Learning
2023 · 3 citations
Configurable Markov Decision Processes
2018 · 2 citations
Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection
2021 · 2 citations
Storehouse: a Reinforcement Learning Environment for Optimizing Warehouse Management
2022 · 2 citations
Top co-authors
Alberto Maria Metelli
· 24
Mirco Mutti
· 12
Matteo Papini
· 8
Riccardo Poiani
· 5
Marco Mussi
· 4
Matteo Pirotta
· 4
Riccardo De Santi
· 4
Riccardo Zamboni
· 4
Andrea Tirinzoni
· 3
Davide Maran
· 3
Gianluca Drappo
· 3
Jan Peters
· 3
Topics
Model-Based RL
Value-Based
Exploration
Policy Gradient
Meta-RL
Offline RL
Safe RL
Multi-Agent
Game AI