Filippo Lazzati
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(10)
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The Questioner
Venues
Top co-authors
Research topics
Keywords
inverse reinforcement learning
(3)
reward function
(2)
markov decision process
(2)
sample complexity
(1)
pac learning
(1)
reward function estimation
(1)
algorithm
(1)
minimax lower bound
(1)
linear mdp
(1)
utility function
(1)
reward-free exploration
(1)
partial identifiability
(1)
feasible reward set
(1)
linear markov decision process
(1)
feasible set
(1)
risk sensitivity
(1)
finite-horizon planning
(1)
demonstrations
(1)
sample efficiency
(1)
finite-data regime
(1)
Papers
Learning Utilities from Demonstrations in Markov Decision Processes
ICML 2025
How does Inverse RL Scale to Large State Spaces? A Provably Efficient Approach
NeurIPS 2024
Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms
ICML 2024
Towards Theoretical Understanding of Inverse Reinforcement Learning
ICML 2023