Filippo Lazzati

12 papers A* 4Journal 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Generalizing Behavior via Inverse Reinforcement Learning with Closed-Form Reward Centroids. CoRR Filippo Lazzati, Alberto Maria Metelli
2025	J	`jnl`	Imitation Learning as Return Distribution Matching. CoRR Filippo Lazzati, Alberto Maria Metelli
2025	A*	`conf`	Learning Utilities from Demonstrations in Markov Decision Processes. ICML Filippo Lazzati, Alberto Maria Metelli
2025	J	`jnl`	On the Partial Identifiability in Reward Learning: Choosing the Best Reward. CoRR Filippo Lazzati, Alberto Maria Metelli
2025	J	`jnl`	Reward Compatibility: A Framework for Inverse RL. CoRR Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli
2024	A*	`conf`	How does Inverse RL Scale to Large State Spaces? A Provably Efficient Approach. NeurIPS Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli
2024	J	`jnl`	How to Scale Inverse RL to Large State Spaces? A Provably Efficient Approach. CoRR Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli
2024	J	`jnl`	Learning Utilities from Demonstrations in Markov Decision Processes. CoRR Filippo Lazzati, Alberto Maria Metelli
2024	A*	`conf`	Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms. ICML Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli
2024	J	`jnl`	Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms. CoRR Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli
2023	A*	`conf`	Towards Theoretical Understanding of Inverse Reinforcement Learning. ICML Alberto Maria Metelli, Filippo Lazzati, Marcello Restelli
2023	J	`jnl`	Towards Theoretical Understanding of Inverse Reinforcement Learning. CoRR Alberto Maria Metelli, Filippo Lazzati, Marcello Restelli