Lazzati, Filippo

6 publications

ICLR 2026 Imitation Learning as Return Distribution Matching Filippo Lazzati, Alberto Maria Metelli

ICLR 2026 Robustness in the Face of Partial Identifiability in Reward Learning Filippo Lazzati, Alberto Maria Metelli

ICML 2025 Learning Utilities from Demonstrations in Markov Decision Processes Filippo Lazzati, Alberto Maria Metelli

NeurIPS 2024 How Does Inverse RL Scale to Large State Spaces? a Provably Efficient Approach Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli

ICML 2024 Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli

ICML 2023 Towards Theoretical Understanding of Inverse Reinforcement Learning Alberto Maria Metelli, Filippo Lazzati, Marcello Restelli