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Filippo Lazzati — most-cited papers & profile · Reinforcement Learning
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Filippo Lazzati
7
papers ·
3
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Towards Theoretical Understanding of Inverse Reinforcement Learning
2023 · 3 citations
Generalizing Behavior via Inverse Reinforcement Learning with Closed-Form Reward Centroids
2025
Imitation Learning as Return Distribution Matching
2025
Reward Compatibility: A Framework for Inverse RL
2025
Learning Utilities from Demonstrations in Markov Decision Processes
2024
Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms
2024
How does Inverse RL Scale to Large State Spaces? A Provably Efficient Approach
2024
Top co-authors
Alberto Maria Metelli
· 6
Mirco Mutti
· 3
Alberto Metelli
· 1
Marcello Restelli
· 1
Topics
Model-Based RL
Offline RL
cs.LG
cs.AI
Value-Based
Safe RL
Exploration