Samuele Tosatto
6 papers
· 2017–2026
· 3 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(2)
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Academic Marathon
(5)
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Cross-Pollinator
(6)
πΊοΈ
Taxonomy Completionist
(14)
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Trend Setter
Conferences
AISTATS (3)
ICML (2)
AAAI (1)
Top co-authors
Keywords
policy gradient
(4)
sample efficiency
(3)
reinforcement learning
(3)
off-policy learning
(2)
bellman equation
(2)
sparsity prior
(1)
fitted q-iteration
(1)
temporal-difference learning
(1)
action-value function
(1)
offline learning
(1)
approximate value iteration
(1)
world model
(1)
proximal policy optimization
(1)
dynamics model
(1)
causal graph
(1)
model-free learning
(1)
boosting procedure
(1)
regression technique
(1)
gradient critic
(1)
reward gradient
(1)
Papers
Model-free Policy Learning with Reward Gradients
AISTATS 2022
A Nonparametric Off-Policy Policy Gradient
AISTATS 2020
Boosted Fitted Q-Iteration
ICML 2017