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Samuele Tosatto — most-cited papers & profile · Reinforcement Learning
← authors
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Samuele Tosatto
8
papers ·
0
citations ·
4
h-index
Universität Innsbruck · Management Center Innsbruck
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Most-cited papers
Dynamic Sparsity: Challenging Common Sparsity Assumptions for Learning World Models in Robotic Reinforcement Learning Benchmarks
2025
A Nonparametric Off-Policy Policy Gradient
2020
Contextual Latent-Movements Off-Policy Optimization for Robotic Manipulation Skills
2020
Batch Reinforcement Learning with a Nonparametric Off-Policy Policy Gradient
2020
An Alternate Policy Gradient Estimator for Softmax Policies
2021
A Temporal-Difference Approach to Policy Gradient Estimation
2022
Dynamic Decision Frequency with Continuous Options
2022
Top co-authors
A. Rupam Mahmood
· 3
Jan Peters
· 2
Martha White
· 2
Amirmohammad Karimi
· 1
Andrew Patterson
· 1
Antonio Rodr\'iguez-S\'anchez
· 1
David Drexel
· 1
Georgia Chalvatzaki
· 1
Hany Abdulsamad
· 1
Jakob Hollenstein
· 1
Jan Peters
· 1
Jo\~ao Carvalho
· 1
Topics
Policy Gradient
Offline RL
Model-Based RL
Exploration
Meta-RL