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Alessandro Lazaric — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Alessandro Lazaric
39
papers ·
365
citations ·
30
h-index
Institut national de recherche en sciences et technologies du numérique · Meta (Israel)
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Most-cited papers
Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning
2021 · 67 citations
Reinforcement Learning with Prototypical Representations
2021 · 42 citations
Learning Near Optimal Policies with Low Inherent Bellman Error
2020 · 38 citations
Thompson Sampling for Linear-Quadratic Control Problems
2017 · 30 citations
Don't Change the Algorithm, Change the Data: Exploratory Data for Offline Reinforcement Learning
2022 · 21 citations
Maximum Entropy Semi-Supervised Inverse Reinforcement Learning
2026 · 20 citations
Exploration--Exploitation in MDPs with Options
2017 · 17 citations
Frequentist Regret Bounds for Randomized Least-Squares Value Iteration
2019 · 17 citations
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning
2019 · 14 citations
Reinforcement Learning in Rich-Observation MDPs using Spectral Methods
2016 · 12 citations
Learning Adaptive Exploration Strategies in Dynamic Environments Through Informed Policy Regularization
2020 · 9 citations
Improved Sample Complexity for Incremental Autonomous Exploration in MDPs
2020 · 9 citations
No-Regret Exploration in Goal-Oriented Reinforcement Learning
2019 · 8 citations
Conservative Exploration in Reinforcement Learning
2020 · 8 citations
Reinforcement Learning of POMDPs using Spectral Methods
2016 · 7 citations
Top co-authors
Matteo Pirotta
· 19
Andrea Tirinzoni
· 6
Jean Tarbouriech
· 6
Michal Valko
· 5
Evrard Garcelon
· 4
Kamyar Azizzadenesheli
· 4
Ronan Fruit
· 4
Animashree Anandkumar
· 3
Denis Yarats
· 3
Lerrel Pinto
· 3
Ludovic Denoyer
· 3
Mohammad Ghavamzadeh
· 3
Topics
Exploration
Model-Based RL
Value-Based
Meta-RL
Offline RL
Policy Gradient
Safe RL
Multi-Agent
Game AI